Planning in The Era of Language Models (LM4Plan)

Language Models (LMs) are a disruptive force, changing how research was done in many subareas 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 LMs can contribute to planning, how LMs can/should be used, what are the pitfalls of using LMs, what are the guarantees that can be obtained. This would be a third edition of the LM4Plan workshop, which started at AAAI 2025 and had its second edition at ICAPS 2025. The workshop series website is at https://llmforplanning.github.io/