Inverse Reinforcement Learning with Gaussian Process

Qifeng Qiao, Peter A. Beling

We present new algorithms for inverse reinforcement learning (IRL, or inverse optimal control) in convex optimization settings. We argue that finite-space IRL can be posed as a con…