"planning" Papers

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Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs

Kanishk Gandhi, Ayush K Chakravarthy, Anikait Singh et al.

COLM 2025paperarXiv:2503.01307
314
citations

Do Large Language Models Have a Planning Theory of Mind? Evidence from MindGames: a Multi-Step Persuasion Task

Jared Moore, Ned Cooper, Rasmus Overmark et al.

COLM 2025paperarXiv:2507.16196
1
citations

Hell or High Water: Evaluating Agentic Recovery from External Failures

Andrew Wang, Sophia Hager, Adi Asija et al.

COLM 2025paperarXiv:2508.11027

Plancraft: an evaluation dataset for planning with LLM agents

Gautier Dagan, Frank Keller, Alex Lascarides

COLM 2025paperarXiv:2412.21033
6
citations