Inverse RL

Reinforcement Learning (7): Imitation Learning and Inverse RL

A practical, theory-grounded tour of imitation learning: behavioral cloning and its quadratic compounding error, DAgger and the no-regret reduction, MaxEnt inverse RL for recovering reward functions, and adversarial …