The AAAI Workshop on Planning in the Era of LLMs (LM4Plan) is inviting paper submissions for the 2025 conference in Philadelphia, Pennsylvania. The deadline for submission is November 29th, AoE (FINAL EXTENSION). We welcome submissions on topics including the use of LLMs in planning, and other applications of LLMs and VLMs in planning.

Submit your papers by November 29th, AoE (FINAL EXTENSION)

The AAAI Workshop on Planning in the Era of LLMs (LM4Plan) invites paper submissions on various topics related to the intersection of large language models (LLMs) and planning. The workshop will be held in Philadelphia, Pennsylvania, USA on March 3, 2025.

We welcome long and short papers on the following topics:

• Al and theories of planning with pre-trained or fine-tuned LLMs.
• LLMs for (partial) model elicitation.
• LLMs for search guidance or search pruning.
• LLMs as proxies for user preferences.
• Validation/verification of plans, policies, or models.
• Generalization in planning and generalized planning with LLMs.
• Using LLMs to develop interfaces for planning-related problems.
• Other applications of LLMs in planning.
• Other applications of large vision-language models (VLMs) in planning.
• Planning for LLMs and VLMs.

Tags: AAAI, LLMs, planning, workshop, 2025, submissions, deadline, applications, VLMs