Explore with Memory, Learn without It: In-Context Exploration and Self-Distillation for LLM Reasoning

Yutong Chen, Zhichao Xu, Rui Liu +1

Exploration bounds learning efficiency in reinforcement learning with verifiable rewards (RLVR). Current methods explore mostly through independent sampling, without fully using th…