Oral presentations
Short presentations of accepted papers during the workshop schedule, selected from submitted papers.
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 practical applications of LMs in planning tasks, featuring invited talks and accepted paper presentations on topics ranging from causal reasoning to multi-agent systems.
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 sessions
Interactive poster displays of accepted papers held during the afternoon session, showcasing research findings.
Research areas in scope
01
Research Areas
Language models in classical planningCausal reasoning with LMsVerifiers and thinking traces in reasoning modelsTest-time compute and performance scalingModel collapse and its impact on planningMulti-agent LLM planning systemsHierarchical and reinforcement learning-based planningLLM-guided domain authoring and optimizationInterpretable and composable skill learningPlanning with RAG and multimodal agentsDeterminism and reliability in LLM planningLLMs for symbolic and constraint-based planningPlanning in real-world domains (e.g., transportation, robotics, scheduling)
Policies worth checking twice
- Submission deadline has passed.
- Accepted papers must prepare camera-ready versions.
- 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