Scalable Multi-Task Inverse Reinforcement Learning

Allen Tran, Jia Wan, Nathan Kallus +1

By learning transferable rewards, inverse reinforcement learning (IRL) enables counterfactual evaluation of agents under modified environments. Such transfer places strict requirem…