CLEANER: Self-Purified Trajectories Boost Agentic Reinforcement Learning

Tianshi Xu, Yuteng Chen, Meng Li

Agentic Reinforcement Learning (RL) has empowered Large Language Models (LLMs) to utilize tools like Python interpreters for complex problem-solving. However, for parameter-constra…