Provably Efficient Off-Policy Adversarial Imitation Learning with Convergence Guarantees

26 May 2024

Papers citing "Provably Efficient Off-Policy Adversarial Imitation Learning with Convergence Guarantees"

7 / 7 papers shown

Title
Off-Policy Imitation Learning from Observations Zhuangdi Zhu Kaixiang Lin Bo Dai Jiayu Zhou OffRL 36 86 0 25 Feb 2021
Error Bounds of Imitating Policies and Environments Tian Xu Ziniu Li Yang Yu 50 118 0 22 Oct 2020
FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs Alekh Agarwal Sham Kakade A. Krishnamurthy Wen Sun OffRL 90 225 0 18 Jun 2020
DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections Ofir Nachum Yinlam Chow Bo Dai Lihong Li OffRL 87 332 0 10 Jun 2019
Discriminator-Actor-Critic: Addressing Sample Inefficiency and Reward Bias in Adversarial Imitation Learning Ilya Kostrikov Kumar Krishna Agrawal Debidatta Dwibedi Sergey Levine Jonathan Tompson 69 257 0 09 Sep 2018
Constrained Policy Optimization Joshua Achiam David Held Aviv Tamar Pieter Abbeel 91 1,313 0 30 May 2017
Generative Adversarial Imitation Learning Jonathan Ho Stefano Ermon GAN 111 3,089 0 10 Jun 2016