Mutual Reinforcement Learning

A new reinforcement learning algorithm applying evaluation from other agents is proposed.
MRL enables agents to avoid learning individually rational behavior.
MRL enables agents to learn rational group behavior with local interactions.

One of Results in Simulation

The result shows that mutual reinforcement learning algorithm is sperior to established one.