John M. Mulvey

Competitive Multi-Agent Reinforcement Learning with Self-Supervised Representation

We present MASRL: Competitive Multi-Agent Self-supervised representations for Reinforcement Learning in the multi-agent competitive environment. MASRL introduces a simple but effective self-supervised task: predicting a learning agent’s opponent’s future move. In doing this, the agent learns a stron…