Multi-agent Off-policy Actor-Critic Reinforcement Learning for Partially Observable Environments

Ainur Zhaikhan, Ali H. Sayed

This study proposes the use of a social learning method to estimate a global state within a multi-agent off-policy actor-critic algorithm for reinforcement learning (RL) operating…