2026
Plan Then Action: High-Level Planning Guidance Reinforcement Learning for LLM Reasoning
ICML 2026poster
Large language models (LLMs) demonstrate strong reasoning abilities via Chain-of-Thought (CoT), but their token-level generation encourages local decisions and lacks global planning, often leading to redundant or inaccurate reasoning. Existing methods, such as tree-based search and reinforcement lea…