PopGen: Generating Semantically Diverse Populations for Zero-Shot Coordination

Paul Teiletche, Kanghyun Ryu, Kyungjoon Park +3

In multi-agent reinforcement learning, exposing a cooperator to partners with diverse strategies during training is key to better collaboration at test time. However, existing meth…