Paper page - StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction
…Xiangyuan Xue , Yifan Zhou , , , , , , Abstract Strategic Trajectory Abstraction framework enhances long-horizon decision making in large language models by introducing trajectory-level strategies that improve sample efficiency and performance across interactive environments…