FIELD NOTES TOPIC

interactive environments

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  1. EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

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    The paper introduces EvoPolicyGym, a new benchmark for evaluating how autonomous agents improve their executable policies through feedback in interactive environments. The authors use this benchmark to evaluate GPT-5.5…