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Oct, 2022
多智体深度探索覆盖选项
Multi-agent Deep Covering Option Discovery
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Jiayu Chen, Marina Haliem, Tian Lan, Vaneet Aggarwal
TL;DR
通过HA-MSAC和协同机制来构造多智能体协作选项并提高协作效率和任务奖励。
Abstract
The use of
options
can greatly accelerate
exploration
in
reinforcement learning
, especially when only sparse reward signals are available.
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