用代理身份有效探索多代理多样性

概括

具有代理身份的积极探索 (AEAI) 通过促进代理多样性和高效探索来增强多代理强化学习 (MARL). 这种新的方法克服了参数共享和过度装配的局限性,从而在复杂的任务中实现了卓越的性能.

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