ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL
An RL method tailored for context management is proposed, which uses context and entropy variation to identify critical editing decisions for branch sampling and estimates action-level advantages from all branched trajectories that pass through the corresponding context editing action.
Zhuo-Shi Pan, Qizhi Pei, Jun-Ru Lu et al.
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