C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory

Tianjiao Luo, Tim Pearce, Huayu Chen +2

Generative Adversarial Imitation Learning (GAIL) trains a generative policy to mimic a demonstrator. It uses on-policy Reinforcement Learning (RL) to optimize a reward signal deriv…