Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations

Haoran Xu, Xianyuan Zhan, Honglei Yin, Huiling Qin

Abstract: We study the problem of offline Imitation Learning (IL) where an agent aims to learn an optimal expert behavior policy without additional online environment interactions. Instead, the agent is prov...