[CFP] Workshop on Planning in the Era of LLMs (LLM4Plan @ AAAI 2025)

[Michael Katz]

Workshop on Planning in the Era of LLMs (LM4Plan @ AAAI 2025)

Visit https://llmforplanning.github.io/ for up-to-date information. 

       AAAI’25 Workshop, Philadelphia, Pennsylvania, USA Date: March 3-4, 2025

Overview

Large Language Models (LLMs) are a disruptive force, changing how research was done in many sub-areas of AI. Planning is one of the last bastions that remain standing. The focus of this workshop is on the questions in the intersection of these areas. Some of the specific areas we would like to gain a better understanding in include: what LLMs can contribute to planning, how LLMs can/should be used, what are the pitfalls of using LLMs, what are the guarantees that can be obtained.

Topics of Interest

We invite paper submissions on the following (not exhaustive) list of topics:

• Algorithms and theories of planning with pre-trained or fine-tuned LLMs.
• LLMs for (partial) model elicitation.
• LLMs for search guidance or search pruning.
• LLMs for planning modulo theories.
• 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.

Important Dates

Paper submission deadline: November 21th, AoE 

       Paper acceptance notification: December 11th, AoE

AAAI will be in-person this year. Authors of accepted workshop papers are expected to register for the workshop, physically attend the conference and present in person.

Submission Details

We solicit workshop paper submissions relevant to the above call of the following types:

Long papers – up to 8 pages + unlimited references / appendices 

Short papers – up to 4 pages + unlimited references / appendices

Please format submissions in AAAI style (see instructions in the Author Kit ). Authors submitting papers rejected from other conferences, please ensure you do your utmost to address the comments given by the reviewers. Please do not submit papers that are already accepted for the main AAAI conference to the workshop.

Some accepted long papers will be invited for contributed talks. All accepted papers (long as well as short) will be given a slot in the poster presentation session.

Paper submissions should be made through OpenReview.

Organizing Committee
Sarath Sreedharan, Colorado State University
Jiayuan Mao, MIT
Wenlong Huang, Stanford
Michael Katz, IBM Research
Subbarao Kambhampati, Arizona State University

Please send your inquiries to llmforp...@gmail.com