Model Selection for Inverse Reinforcement Learning via Structural Risk Minimization

Chendi Qu, Jianping He, Xiaoming Duan +1

Inverse reinforcement learning (IRL) usually assumes the reward function model is pre-specified as a weighted sum of features and estimates the weighting parameters only. However,…