Agentic reinforcement learning

tags

Reinforcement learning, Reinforcement learning with verifiable rewards, GRPO, Tool calling

RL post-training for LLM/VLM agents that decide when and how to invoke tools during reasoning, with rewards shaped around tool-use policy (necessity, efficiency, trajectory geometry) rather than just final-answer correctness