Semantic-Space Exploration and Exploitation in RLVR for LLM Reasoning

Fanding Huang, Guanbo Huang, Xiao Fan +7

Reinforcement Learning with Verifiable Rewards (RLVR) for LLM reasoning is often framed as balancing exploration and exploitation in action space, typically operationalized with to…