Explicit Trajectory Diversity for RL-Based Post-Training of LLM Agents

Huaiyu Fu, Heng Cao, Hao Wang +2

LLM agents often admit multiple high-quality solutions to the same task, differing in reasoning structure, tool-use pattern, or interaction trajectory. Yet existing notions of dive…