MAVIPER: Learning Decision Tree Policies for Interpretable Multi-Agent Reinforcement Learning

Stephanie Milani, Zhicheng Zhang, Nicholay Topin +4

Many recent breakthroughs in multi-agent reinforcement learning (MARL) require the use of deep neural networks, which are challenging for human experts to interpret and understand.…