A Hierarchical Approach to Population Training for Human-AI Collaboration

Yi Loo, Chen Gong, Malika Meghjani

A major challenge for deep reinforcement learning (DRL) agents is to collaborate with novel partners that were not encountered by them during the training phase. This is specifical…