Contextual Experience Replay distills trajectories into retrievable dynamics and skills, improving WebArena success from 24.3% to 36.7% and VisualWebArena from 26.2% to 31.9% without any training.
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Contextual Experience Replay for Self-Improvement of Language Agents
Contextual Experience Replay distills trajectories into retrievable dynamics and skills, improving WebArena success from 24.3% to 36.7% and VisualWebArena from 26.2% to 31.9% without any training.