Cost Function Estimation Using Inverse Reinforcement Learning with Minimal Observations

Sarmad Mehrdad, Avadesh Meduri, Ludovic Righetti

We present an iterative inverse reinforcement learning algorithm to infer optimal cost functions in continuous spaces. Based on a popular maximum entropy criteria, our approach ite…