Cooperative Multi-Agent Policy Gradients with Sub-optimal Demonstration

Peixi Peng, Junliang Xing

Many reality tasks such as robot coordination can be naturally modelled as multi-agent cooperative system where the rewards are sparse. This paper focuses on learning decentralized…