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Generative Adversarial Imitation Learning

Generative Adversarial Imitation Learning

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Inverse reinforcement learning Suppose we are given an expert policy ˇ Ethat we wish to ratio-nalize with IRL. For the remainder of this paper, we will adopt and assume the existence of solutions of maximum causal entropy IRL [29, 30], which fits a cost function from a family of functions Cwith the optimization problem

  Learning, Maximum, Reinforcement, Adversarial, Generative, Inverse, Entropy, Imitation, Generative adversarial imitation learning, Inverse reinforcement learning

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