26 citations · 63 across the 24 of their papers we have counts for
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cs.LG2021★ 3 cited
On Generalization of Adversarial Imitation Learning and Beyond
Tian Xu, Ziniu Li, Yang Yu +1
Despite massive empirical evaluations, one of the fundamental questions in imitation learning is still not fully settled: does AIL (adversarial imitation learning) provably general…
cs.LG2021
Reinforcement Learning With Sparse-Executing Actions via Sparsity Regularization
Jing-Cheng Pang, Tian Xu, Shengyi Jiang +2
Reinforcement learning (RL) has demonstrated impressive performance in decision-making tasks like embodied control, autonomous driving and financial trading. In many decision-makin…