TSR: Trajectory-Search Rollouts for Multi-Turn RL of LLM Agents

Aladin Djuhera, Swanand Ravindra Kadhe, Farhan Ahmed +3

Advances in large language models (LLMs) are driving a shift toward using reinforcement learning (RL) to train agents from iterative, multi-turn interactions across tasks. However,…