Strictly Batch Imitation Learning by Energy-based Distribution Matching

Strictly Batch Imitation Learning by Energy-based Distribution Matching

25 June 2020

Papers citing "Strictly Batch Imitation Learning by Energy-based Distribution Matching"

19 / 19 papers shown

Title
Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning Hao Sun M. Schaar 117 17 0 28 Jan 2025
Inverse Active Sensing: Modeling and Understanding Timely Decision-Making Daniel Jarrett M. Schaar 49 19 0 25 Jun 2020
Primal Wasserstein Imitation Learning Robert Dadashi Léonard Hussenot Matthieu Geist Olivier Pietquin 39 128 0 08 Jun 2020
How to Train Your Energy-Based Model for Regression Fredrik K. Gustafsson Martin Danelljan Radu Timofte Thomas B. Schon 115 42 0 04 May 2020
Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One Will Grathwohl Kuan-Chieh Wang J. Jacobsen David Duvenaud Mohammad Norouzi Kevin Swersky VLM 76 542 0 06 Dec 2019
Wasserstein Adversarial Imitation Learning Huang Xiao Michael Herman Joerg Wagner Sebastian Ziesche Jalal Etesami T. H. Linh 36 71 0 19 Jun 2019
SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards S. Reddy Anca Dragan Sergey Levine OffRL 40 52 0 27 May 2019
Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation Ruohan Wang C. Ciliberto P. Amadori Y. Demiris 49 62 0 16 May 2019
On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models Erik Nijkamp Mitch Hill Tian Han Song-Chun Zhu Ying Nian Wu 51 154 0 29 Mar 2019
Adversarial Imitation via Variational Inverse Reinforcement Learning A. H. Qureshi Byron Boots Michael C. Yip 47 61 0 17 Sep 2018
Discriminator-Actor-Critic: Addressing Sample Inefficiency and Reward Bias in Adversarial Imitation Learning Ilya Kostrikov Kumar Krishna Agrawal Debidatta Dwibedi Sergey Levine Jonathan Tompson 76 259 0 09 Sep 2018
Learning Robust Rewards with Adversarial Inverse Reinforcement Learning Justin Fu Katie Z Luo Sergey Levine 118 749 0 30 Oct 2017
Reinforcement Learning with Deep Energy-Based Policies Tuomas Haarnoja Haoran Tang Pieter Abbeel Sergey Levine 81 1,339 0 27 Feb 2017
Model-based Adversarial Imitation Learning Nir Baram Oron Anschel Shie Mannor GAN 42 43 0 07 Dec 2016
A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models Chelsea Finn Paul Christiano Pieter Abbeel Sergey Levine OffRL AI4CE GAN 53 353 0 11 Nov 2016
Generative Adversarial Imitation Learning Jonathan Ho Stefano Ermon GAN 128 3,098 0 10 Jun 2016
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 193 5,069 0 05 Jun 2016
Inverse Reinforcement Learning with Simultaneous Estimation of Rewards and Dynamics Michael Herman Tobias Gindele Jörg Wagner Felix Schmitt Wolfram Burgard 35 72 0 13 Apr 2016
The Arcade Learning Environment: An Evaluation Platform for General Agents Marc G. Bellemare Yavar Naddaf J. Veness Michael Bowling 100 3,002 0 19 Jul 2012

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