ToolSample: Dual Dynamic Sampling Methods with Curriculum Learning for RL-based Tool Learning

Zihao Feng, Xiaoxue Wang, Bowen Wu +4

While reinforcement learning (RL) is increasingly used for LLM-based tool learning, its efficiency is often hampered by an overabundance of simple samples that provide diminishing…