Generative Adversarial Imitation Learning

10 June 2016

Papers citing "Generative Adversarial Imitation Learning"

29 / 1,679 papers shown

Title
Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning Jaeyoon Yoo Heonseok Ha Jihun Yi J. Jon Ryu Chanju Kim Jung-Woo Ha Young-Han Kim Sungroh Yoon GAN 29 14 0 28 Jun 2017
Observational Learning by Reinforcement Learning Diana Borsa Bilal Piot Rémi Munos Olivier Pietquin OffRL 36 45 0 20 Jun 2017
AI-Powered Social Bots Terrence Adams 27 17 0 16 Jun 2017
Deep reinforcement learning from human preferences Paul Christiano Jan Leike Tom B. Brown Miljan Martic Shane Legg Dario Amodei 63 3,171 0 12 Jun 2017
Shared Autonomy via Hindsight Optimization for Teleoperation and Teaming Shervin Javdani H. Admoni Stefania Pellegrinelli S. Srinivasa J. Andrew Bagnell 31 208 0 01 Jun 2017
The Atari Grand Challenge Dataset Vitaly Kurin Sebastian Nowozin Katja Hofmann Lucas Beyer Bastian Leibe OffRL 23 43 0 31 May 2017
Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets Karol Hausman Yevgen Chebotar S. Schaal Gaurav Sukhatme Joseph J. Lim GAN 30 147 0 30 May 2017
Visual Semantic Planning using Deep Successor Representations Yuke Zhu Daniel Gordon Eric Kolve Dieter Fox Li Fei-Fei Abhinav Gupta Roozbeh Mottaghi Ali Farhadi 24 141 0 23 May 2017
Simultaneous Policy Learning and Latent State Inference for Imitating Driver Behavior Jeremy Morton Mykel J. Kochenderfer 29 36 0 19 Apr 2017
Deep Q-learning from Demonstrations Todd Hester Matej Vecerík Olivier Pietquin Marc Lanctot Tom Schaul ... Gabriel Dulac-Arnold Ian Osband J. Agapiou Joel Z Leibo A. Gruslys OffRL 24 154 0 12 Apr 2017
DART: Noise Injection for Robust Imitation Learning Michael Laskey Jonathan Lee Roy Fox Anca Dragan Ken Goldberg 47 244 0 27 Mar 2017
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations Yunzhu Li Jiaming Song Stefano Ermon 26 44 0 26 Mar 2017
One-Shot Imitation Learning Yan Duan Marcin Andrychowicz Bradly C. Stadie Jonathan Ho Jonas Schneider Ilya Sutskever Pieter Abbeel Wojciech Zaremba OffRL 23 683 0 21 Mar 2017
Coordinated Multi-Agent Imitation Learning Hoang Minh Le Yisong Yue Peter Carr P. Lucey 31 189 0 09 Mar 2017
Third-Person Imitation Learning Bradly C. Stadie Pieter Abbeel Ilya Sutskever 21 235 0 06 Mar 2017
Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction Wen Sun Arun Venkatraman Geoffrey J. Gordon Byron Boots J. Andrew Bagnell 40 232 0 03 Mar 2017
Bridging the Gap Between Value and Policy Based Reinforcement Learning Ofir Nachum Mohammad Norouzi Kelvin Xu Dale Schuurmans 41 468 0 28 Feb 2017
A Goal-Based Movement Model for Continuous Multi-Agent Tasks Shariq Iqbal John M. Pearson 18 1 0 23 Feb 2017
The Game Imitation: Deep Supervised Convolutional Networks for Quick Video Game AI Zhao Chen Darvin Yi VLM SSL 22 17 0 18 Feb 2017
Calibrating Energy-based Generative Adversarial Networks Zihang Dai Amjad Almahairi Philip Bachman Eduard H. Hovy Aaron Courville GAN 24 109 0 06 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 121 1,508 0 25 Jan 2017
Imitating Driver Behavior with Generative Adversarial Networks Alex Kuefler Jeremy Morton T. Wheeler Mykel Kochenderfer GAN 35 405 0 24 Jan 2017
NIPS 2016 Tutorial: Generative Adversarial Networks Ian Goodfellow GAN 42 1,718 0 31 Dec 2016
Model-based Adversarial Imitation Learning Nir Baram Oron Anschel Shie Mannor GAN 22 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 30 352 0 11 Nov 2016
Generative Multi-Adversarial Networks Ishan Durugkar I. Gemp Sridhar Mahadevan GAN 36 342 0 05 Nov 2016
Transfer from Simulation to Real World through Learning Deep Inverse Dynamics Model Paul Christiano Zain Shah Igor Mordatch Jonas Schneider T. Blackwell Joshua Tobin Pieter Abbeel Wojciech Zaremba PINN 32 249 0 11 Oct 2016
Connecting Generative Adversarial Networks and Actor-Critic Methods David Pfau Oriol Vinyals OffRL AI4CE 30 186 0 06 Oct 2016
Density Matching Reward Learning Sungjoon Choi Kyungjae Lee Hyungjun Park Songhwai Oh OffRL 22 9 0 12 Aug 2016