Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies

25 Jan 2019Thomy PhanKyrill SchmidLenz BelznerThomas GaborSebastian FeldClaudia Linnhoff-Popien

Decision making in multi-agent systems (MAS) is a great challenge due to enormous state and joint action spaces as well as uncertainty, making centralized control generally infeasible. Decentralized control offers better scalability and robustness but requires mechanisms to coordinate on joint tasks and to avoid conflicts... (read more)

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