<div dir="ltr"><div></div><p class="MsoNormal" style="margin:10pt 0in 12pt;line-height:15.05pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-family:Arial,sans-serif">[Apologies for cross-posting]<br><br></span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:10pt 0in 0in;line-height:15.05pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><b><u><span lang="EN" style="font-family:Arial,sans-serif">GenPlan '23: NeurIPS 2023 Workshop on Generalization in Planning<br></span></u></b><span style="color:black"><a href="https://aair-lab.github.io/genplan23" target="_blank"><span lang="EN" style="font-family:Arial,sans-serif">https://aair-lab.github.io/genplan23</span></a></span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;text-align:justify;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><b><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">TL; DR:</span></b><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"> </span><span lang="EN" style="font-size:10.5pt;font-family:Roboto;color:rgb(68,71,70)">This NeurIPS workshop will feature recent research on generalization and transfer in all forms of sequential decision making. Please consider submitting your recent work as well as surveys highlighting your recent results by <b>October 02, 2023,</b> at </span><span style="color:black"><a href="https://bit.ly/SubmitToGenPlan23" target="_blank"><span lang="EN" style="font-size:10.5pt;font-family:Roboto">https://bit.ly/SubmitToGenPlan23</span></a></span><span lang="EN" style="font-size:10.5pt;font-family:Roboto;color:rgb(68,71,70)">. </span><span style="color:black"><a href="https://neurips.cc/Conferences/2023" target="_blank"><span lang="EN" style="font-size:10.5pt;font-family:Roboto">NeurIPS 2023</span></a></span><span lang="EN" style="font-size:10.5pt;font-family:Roboto;color:rgb(68,71,70)"> will be held in New Orleans, December 10-16, 2023. Details below!</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"> </span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><b><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"><br>CONFIRMED INVITED SPEAKERS</span></b><span style="font-size:11pt;font-family:Arial,sans-serif"><br><br></span></p><p class="MsoNormal" style="margin:0in;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="color:black"><a href="https://feryal.github.io/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Feryal Behbahani</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Google DeepMind</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="color:black"><a href="https://rraileanu.github.io/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Roberta Raileanu</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Meta AI</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="color:black"><a href="https://amyzhang.github.io/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Amy Zhang</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, The University of Texas at Austin, USA and Meta AI</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="color:black"><a href="https://www.diag.uniroma1.it/~degiacom/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Giuseppe De Giacomo</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, University of Oxford, United Kingdom</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="color:black"><a href="https://www-i6.informatik.rwth-aachen.de/~hector.geffner/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Hector Geffner</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, RWTH Aachen University, Germany and Linköping University, Sweden</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="color:black"><a href="https://www.cs.utexas.edu/~pstone/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Peter Stone</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, The University of Texas at Austin, USA and Sony AI</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:15.05pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"> </span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:15.05pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><b><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"><br>WORKSHOP OVERVIEW<br><br></span></b><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Humans are good at solving sequential decision-making problems, generalizing from a few examples, and learning skills that can be transferred to solve unseen problems. However, these problems remain long-standing open problems in AI.<b></b></span></p><p class="MsoNormal" style="margin:0in;text-align:justify;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"> </span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;text-align:justify;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">This workshop will feature a synthesis of the best ideas on the topic from multiple highly active research communities. On the one hand, recent advances in deep-reinforcement learning have led to data-driven methods that provide strong short-horizon reasoning and planning, with open problems regarding sample efficiency, generalizability and transferability. On the other hand, advances and open questions in the AI planning community have been complementary, featuring robust analytical methods that provide sample-efficient generalizability and transferability for long-horizon sequential decision making, with open problems in short-horizon control and in the design and modeling of representations.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;text-align:justify;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"> </span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;text-align:justify;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">We welcome submissions addressing the problem of generalizable and transferable learning in all forms of sequential decision making. This event represents the seventh edition of the recurring <a href="http://www.genplan.ai/" target="_blank">GenPlan</a> series of Workshops.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;text-align:justify;line-height:15.05pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"> <br><br></span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><b><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">TOPICS<br><br></span></b><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">The workshop will focus on research related to all aspects of learning, generalization, and transfer in sequential decision-making (SDM). This topic features technical problems that are of interest not only in multiple subfields of AI research (including reinforcement learning, automated planning, and learning for knowledge representation) but also in other fields of research, including formal methods and program synthesis. We will welcome submissions that address <b>formal</b> as well as <b>empirical</b> issues on topics such as:<b></b></span></p><p class="MsoNormal" style="margin:0in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"> </span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Formulations of generalized SDM problems.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Representations, learning and synthesis for generalized plans and policies.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Learning for transfer and generalization in reinforcement learning.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Learning and representing hierarchical policies and behaviors for SDM.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Learning and synthesis of generalizable solutions for SDM problem classes.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Learning paradigms, representations, and algorithms for transferring learned knowledge and solutions to new SDM problems.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Learning and representing generalized Q/V functions and heuristics for plan and policy generalization.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Learning high-level models and hierarchical solutions for generalizable SDM.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Neuro-symbolic approaches for generalization and transfer in SDM.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Few-shot learning and transfer for SDM.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Meta-learning for generalizable policies.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Learning for program synthesis.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Learning domain control knowledge and partial policies.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(29,28,29);background:rgb(248,248,248)">Generalization and transfer in robot planning problems.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Representation of solution structures that enable generalization and transfer.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"> </span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><b><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"><br>WORKSHOP FORMAT<br><br></span></b><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;text-align:justify;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">The workshop will feature multiple invited plenary and highlight talks as well as presentations of submitted papers. It will also include discussion sessions tuned to the topics presented at the workshop. The workshop is scheduled for<b> one day</b>. NeurIPS 2023 will be an in-person event this year, and the workshop will follow the same format as the conference.</span></p><p class="MsoNormal" style="margin:0in;text-align:justify;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="font-size:11pt;font-family:Arial,sans-serif"> </span></p><p class="MsoNormal" style="margin:0in;text-align:justify;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><b><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"><br>SUBMISSION REQUIREMENTS</span></b></p><p class="MsoNormal" style="margin:0in;text-align:justify;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="font-size:11pt;font-family:Arial,sans-serif"> </span></p><p class="MsoNormal" style="margin:0in;text-align:justify;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Submissions can describe either work in progress or mature work that would be of interest to researchers working on generalization in planning. </span><span lang="EN" style="font-size:11.5pt;font-family:Arial,sans-serif;color:rgb(29,28,29)">We also welcome “highlights” papers summarizing and highlighting results from multiple recent papers by the authors. Preference will be given to new work (including highlights) and work in progress rather than exact resubmissions of previously published work.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;text-align:justify;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Submissions of papers being reviewed at other venues (AAAI, ICRA, ICLR, AAMAS, CVPR, etc.) are welcome since GenPlan is a non-archival venue and we will not require a transfer of copyright. If such papers are currently under blind review, please anonymize the submission.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 10pt;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Two types of papers can be submitted:</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">full technical papers with the length of up to 9 pages + references</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 10pt 0.25in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">short papers with the length between 3 and 5 pages + references</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:10pt 0in 0in;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Submissions may use as many pages of appendices (after the references) as they wish, but the reviewers are not required to read the appendix. Submissions should use the </span><span style="color:black"><a href="https://neurips.cc/Conferences/2023/PaperInformation/StyleFiles" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">NeurIPS paper format</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">. The papers should adhere to the </span><span style="color:black"><a href="https://nips.cc/public/CodeOfConduct" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">NeurIPS Code of Conduct</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"> and </span><span style="color:black"><a href="https://neurips.cc/Conferences/2023/CallForPapers" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">NeurIPS policy on using LLMs for writing</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"> in their paper. Papers can be submitted via OpenReview at </span><span style="color:black"><a href="https://openreview.net/group?id=NeurIPS.cc/2023/Workshop/GenPlan" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">https://openreview.net/group?id=NeurIPS.cc/2023/Workshop/GenPlan</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"><br><br><br></span></p><p class="MsoNormal" style="margin:0in 0in 10pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><b><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">IMPORTANT DATES</span></b><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 27pt;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Paper submission deadline:<b> October 02, 2023 </b>(AoE, 11:59 PM UTC-12)</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 27pt;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Author notification: <b>October 27, 2023</b></span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 0in 27pt;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Camera-ready version due: <b>November 17, 2023</b></span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 12pt 27pt;line-height:12.65pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">●</span><span lang="EN" style="font-size:7pt;font-family:"Times New Roman",serif">    </span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Workshop date: <b>December 16, 2023</b></span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><b><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"><br><br>ORGANIZING COMMITTEE<br></span></b><span style="color:black"><a href="https://pulkitverma.net/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Pulkit Verma</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Arizona State University, USA.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="color:black"><a href="http://siddharthsrivastava.net/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Siddharth Srivastava</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Arizona State University, USA.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="color:black"><a href="https://avivt.github.io/avivt/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Aviv Tamar</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Technion - Israel Institute for Technology, Israel.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="color:black"><a href="https://felipe.trevizan.org/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Felipe Trevizan</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Australian National University, Australia.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:15.05pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif"> <br><br></span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><b><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">ADVISORY BOARD<br></span></b><span style="color:black"><a href="https://bonetblai.github.io/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Blai Bonet</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Universitat Pompeu Fabra, Spain and Universidad Simón Bolívar, Venezuela</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="color:black"><a href="https://www.diag.uniroma1.it/~degiacom/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Giuseppe De Giacomo</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, University of Oxford, United Kingdom<br></span><span style="color:black"><a href="https://www-i6.informatik.rwth-aachen.de/~hector.geffner/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Hector Geffner</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, RWTH Aachen University, Germany and Linköping University, Sweden<br></span><span style="color:black"><a href="https://www.upf.edu/web/anders-jonsson" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Anders Jonsson</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Universitat Pompeu Fabra, Spain<br></span><span style="color:black"><a href="https://www.cs.toronto.edu/~sheila/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Sheila McIlraith</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, The University of Toronto, Canada</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="color:black"><a href="http://siddharthsrivastava.net/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Siddharth Srivastava</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Arizona State University, USA<br></span><span style="color:black"><a href="https://www.cs.utexas.edu/~pstone/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Peter Stone</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, The University of Texas at Austin, USA and Sony AI<br></span><span style="color:black"><a href="https://users.cecs.anu.edu.au/~thiebaux/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Sylvie Thiébaux</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Australian National University, Australia and Université de Toulouse, France<br></span><span style="color:black"><a href="https://groups.cs.umass.edu/shlomo/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Shlomo Zilberstein</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, The University of Massachusetts Amherst, USA<br><br><br><b>PROGRAM COMMITTEE</b></span><span style="font-size:11pt;font-family:Arial,sans-serif"><br></span><span style="color:black"><a href="https://bonetblai.github.io/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Blai Bonet</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Universitat Pompeu Fabra, Spain and Universidad Simón Bolívar, Venezuela.</span><span style="font-size:11pt;font-family:Arial,sans-serif"></span></p><p class="MsoNormal" style="margin:0in 0in 12pt;line-height:16.5pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span style="color:black"><a href="https://rohanchitnis.com/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Rohan Chitnis</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Meta Reality Labs, USA.<br></span><span style="color:black"><a href="http://khen.io/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Khen Elimelech</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Rice University, USA.</span><u><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(17,85,204)"><br>Haotian Fu</span></u><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Brown University, USA.<br></span><span style="color:black"><a href="http://www.plg.inf.uc3m.es/~rfuentet/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Raquel Fuentetaja</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Universidad Carlos III de Madrid, Spain.<br></span><span style="color:black"><a href="https://priyanka-golia.github.io/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Priyanka Golia</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, CISPA Helmholtz Center for Information Security, Germany.<br></span><span style="color:black"><a href="http://serjice.webs.upv.es/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Sergio Jiménez Celorrio</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Universitat Politècnica de València, Spain.<br></span><span style="color:black"><a href="https://www.upf.edu/web/anders-jonsson" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Anders Jonsson</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Universitat Pompeu Fabra, Spain.<br></span><span style="color:black"><a href="https://rushangkaria.github.io/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Rushang Karia</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Arizona State University, USA.<br></span><span style="color:black"><a href="https://karpase.net.technion.ac.il/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Erez Karpas</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Technion - Israel Institute of Technology, Israel.<br></span><span style="color:black"><a href="https://harshakokel.com/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Harsha Kokel</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, IBM Research, USA.<br></span><span style="color:black"><a href="https://sites.google.com/view/kiminlee" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Kimin Lee</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Korea Advanced Institute of Science & Technology, South Korea.<br></span><span style="color:black"><a href="https://sites.google.com/site/dekelreuth/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Reuth Mirsky</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Bar Ilan University, Israel.<br></span><span style="color:black"><a href="https://www.rashmeetnayyar.com/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Rashmeet Kaur Nayyar</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Arizona State University, USA.<br></span><span style="color:black"><a href="https://grps.webs.upv.es/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Eva Onaindia</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Universitat Politècnica de València, Spain.<br></span><span style="color:black"><a href="https://www.macs.hw.ac.uk/~rpp6/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Ron Petrick</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Heriot-Watt University, United Kingdom.<br></span><span style="color:black"><a href="https://jsego.github.io/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Javier Segovia-Aguas</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Universitat Pompeu Fabra, Spain.<br></span><span style="color:black"><a href="https://www.namanshah.net/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Naman Shah</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Arizona State University, USA.<br></span><span style="color:black"><a href="https://shen.nz/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">William Shen</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Massachusetts Institute of Technology, USA.<br></span><span style="color:black"><a href="https://hari-sikchi.github.io/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Harshit Sikchi</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, The University of Texas at Austin, USA.<br></span><span style="color:black"><a href="http://web.mit.edu/tslvr/www/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Tom Silver</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Massachusetts Institute of Technology, USA.<br></span><span style="color:black"><a href="https://ronistern.wixsite.com/home" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Roni Stern</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Ben Gurion University of the Negev, Israel.<br></span><span style="color:black"><a href="https://justinsvegliato.com/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Justin Svegliato</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, University of California Berkeley, USA.<br></span><span style="color:black"><a href="https://drmatttaylor.net/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Matthew E. Taylor</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, University of Alberta, Canada.<br></span><span style="color:black"><a href="https://www.qxcv.net/" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Sam Toyer</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, University of California Berkeley, USA.<br></span><span style="color:black"><a href="https://scholar.google.com/citations?user=wfLDM2oAAAAJ&hl=en" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Ev Zisselman</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">, Technion - Israel Institute of Technology, Israel.<br><br></span></p><p class="MsoNormal" style="margin:0in;line-height:15.05pt;background-image:initial;background-position:initial;background-size:initial;background-repeat:initial;background-origin:initial;background-clip:initial;font-size:12pt;font-family:Calibri,sans-serif"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">Please feel free to send workshop-related queries at </span><span style="color:black"><a href="mailto:genplan23.neurips@gmail.com" target="_blank"><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">genplan23.neurips@gmail.com</span></a></span><span lang="EN" style="font-size:11pt;font-family:Arial,sans-serif">.<br></span></p></div>