FIELD NOTES TOPIC

agent training

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  1. EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning

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    The paper introduces EnvACE, a method for training large language model agents for long-term tool use without relying on interactions with real or synthesized environments, which can be costly to construct and verify…