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A continuous impedance control framework has recently gained attention in powered prosthesis control for its ability to mimic human behavior by smoothly and continuously modulating joint impedance.

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Offline multi-agent reinforcement learning (MARL) addresses key limitations of online MARL, such as safety concerns, expensive data collection, extended training intervals, and high signaling overhead ...