Risk-Sensitive Generative Adversarial Imitation Learning

Jonathan Lacotte, Mohammad Ghavamzadeh, Yinlam Chow, Marco Pavone

Abstract: We study risk-sensitive imitation learning where the agent’s goal is to perform at least as well as the expert in terms of a risk profile. We first formulate our risk-sensitive imitation learning s...