Multi-agent Policy Optimization with Approximatively Synchronous Advantage Estimation

Lipeng Wan, Xuwei Song, Xuguang Lan +1

Cooperative multi-agent tasks require agents to deduce their own contributions with shared global rewards, known as the challenge of credit assignment. General methods for policy b…