Oral presentations
Selected papers presented orally during the workshop sessions, including both invited and accepted contributions.
Machine Learning/CORE Unranked
LM4Plan@ICML-26 2026
ICML 2026 Workshop LM4Plan
Jul 06 2026Official workshop site Site reachable
LM4Plan@ICML-2026 is a workshop focused on the intersection of large language models (LMs) and automated planning, exploring how LMs can contribute to, enhance, or hinder planning systems. The workshop brings together researchers to examine challenges, guarantees, and applications of LMs in planning tasks, featuring invited talks and accepted papers on topics ranging from causal reasoning to multi-agent systems and verification.
Key deadlines
Verified September 9, 2026Full paper
May 7, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
May 7, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Poster presentations
Accepted papers displayed during the poster session, with detailed research presented on poster boards.
Research areas in scope
01
Research Areas
Language models in planningCausal reasoning with LMsVerification and soundness guaranteesMulti-agent LLM planning systemsReasoning traces and verifiersTest-time compute and performance scalingModel collapse and its impact on planningHierarchical and reinforcement learning-based planningPlanning with textual and multimodal inputsOptimization model generation using LMsInterpretable and composable skill learningAgent workflows and coordination
Policies worth checking twice
- Submission deadline has passed.
- Accepted papers require camera-ready versions (see linked instructions).
- Presentations are required for accepted papers.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026