Generative Adversarial Imitation Learning

10 June 2016

Papers citing "Generative Adversarial Imitation Learning"

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Title
Event Extraction with Generative Adversarial Imitation Learning Tongtao Zhang Heng Ji GAN OffRL 30 14 0 21 Apr 2018
Disentangling Controllable and Uncontrollable Factors of Variation by Interacting with the World Yoshihide Sawada DRL 26 10 0 19 Apr 2018
Neural Kinematic Networks for Unsupervised Motion Retargetting Ruben Villegas Jimei Yang Duygu Ceylan Honglak Lee GAN 33 213 0 16 Apr 2018
DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills Xue Bin Peng Pieter Abbeel Sergey Levine M. van de Panne AI4CE 177 496 0 08 Apr 2018
Synthesizing Programs for Images using Reinforced Adversarial Learning Yaroslav Ganin Tejas D. Kulkarni Igor Babuschkin A. Eslami Oriol Vinyals GAN 29 229 0 03 Apr 2018
Universal Planning Networks A. Srinivas Allan Jabri Pieter Abbeel Sergey Levine Chelsea Finn SSL 37 145 0 02 Apr 2018
Unsupervised Correlation Analysis Yedid Hoshen Lior Wolf 19 7 0 01 Apr 2018
Visual Robot Task Planning Chris Paxton Yotam Barnoy Kapil D. Katyal R. Arora Gregory Hager 30 52 0 30 Mar 2018
Generating Multi-Agent Trajectories using Programmatic Weak Supervision Eric Zhan Stephan Zheng Yisong Yue Long Sha P. Lucey 44 88 0 20 Mar 2018
Neural Text Generation: Past, Present and Beyond Sidi Lu Yaoming Zhu Weinan Zhang Jun Wang Yong Yu 9 69 0 15 Mar 2018
Active Reinforcement Learning with Monte-Carlo Tree Search Sebastian Schulze Owain Evans 14 13 0 13 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 53 1,308 0 12 Mar 2018
OIL: Observational Imitation Learning Ge Li Matthias Muller Vincent Casser Neil G. Smith D. L. Michels Guohao Li 32 41 0 03 Mar 2018
Multi-Agent Imitation Learning for Driving Simulation Raunak P. Bhattacharyya Derek J. Phillips Blake Wulfe Jeremy Morton Alex Kuefler Mykel J. Kochenderfer 27 118 0 02 Mar 2018
Hierarchical Imitation and Reinforcement Learning Hoang Minh Le Nan Jiang Alekh Agarwal Miroslav Dudík Yisong Yue Hal Daumé 33 191 0 01 Mar 2018
Reinforcement and Imitation Learning for Diverse Visuomotor Skills Yuke Zhu Ziyun Wang J. Merel Andrei A. Rusu Tom Erez ... S. Tunyasuvunakool János Kramár R. Hadsell Nando de Freitas N. Heess SSL 45 316 0 26 Feb 2018
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration Emmy Liu Kelvin Guu Panupong Pasupat Tianlin Shi Percy Liang OnRL 24 209 0 24 Feb 2018
Machine Theory of Mind Neil C. Rabinowitz Frank Perbet H. F. Song Chiyuan Zhang S. M. Ali Eslami M. Botvinick AI4CE 60 468 0 21 Feb 2018
Learning to Play with Intrinsically-Motivated Self-Aware Agents Nick Haber Damian Mrowca Li Fei-Fei Daniel L. K. Yamins LRM 40 117 0 21 Feb 2018
Learning Data-Driven Objectives to Optimize Interactive Systems Ziming Li Julia Kiseleva Alekh Agarwal Maarten de Rijke 29 1 0 17 Feb 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 104 4,413 0 16 Feb 2018
Reinforcement Learning from Imperfect Demonstrations Yang Gao Huazhe Xu Ji Lin Feng Yu Sergey Levine Trevor Darrell 37 200 0 14 Feb 2018
Geometry Score: A Method For Comparing Generative Adversarial Networks Valentin Khrulkov Ivan Oseledets GAN MLT 21 119 0 07 Feb 2018
Pretraining Deep Actor-Critic Reinforcement Learning Algorithms With Expert Demonstrations Xiaoqin Zhang Huimin Ma OffRL 43 38 0 31 Jan 2018
Classification of sparsely labeled spatio-temporal data through semi-supervised adversarial learning Atanas Mirchev Seyed-Ahmad Ahmadi GAN 44 3 0 26 Jan 2018
Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process Haosheng Zou Hang Su Shihong Song Jun Zhu 27 48 0 25 Jan 2018
Global overview of Imitation Learning Alexandre Attia Sharone Dayan 14 73 0 19 Jan 2018
Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations Xingyu Wang Diego Klabjan 32 39 0 07 Jan 2018
Multimodal Storytelling via Generative Adversarial Imitation Learning Zhiqian Chen Xuchao Zhang Arnold P. Boedihardjo Jing Dai Chang-Tien Lu 37 12 0 05 Dec 2017
Deterministic Policy Optimization by Combining Pathwise and Score Function Estimators for Discrete Action Spaces Daniel Levy Stefano Ermon 37 4 0 21 Nov 2017
Transferring Agent Behaviors from Videos via Motion GANs Ashley D. Edwards Charles Isbell VGen GAN 33 0 0 21 Nov 2017
How Generative Adversarial Networks and Their Variants Work: An Overview Yongjun Hong Uiwon Hwang Jaeyoon Yoo Sungroh Yoon GAN 41 154 0 16 Nov 2017
Learning to Imagine Manipulation Goals for Robot Task Planning Chris Paxton Kapil D. Katyal Christian Rupprecht R. Arora Gregory Hager SSL 28 1 0 08 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 32 213 0 01 Nov 2017
RGB-D-based Human Motion Recognition with Deep Learning: A Survey Pichao Wang W. Li P. Ogunbona Jun Wan Sergio Escalera 3DH 44 353 0 31 Oct 2017
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning Baolin Peng Xiujun Li Jianfeng Gao Jingjing Liu Yun-Nung Chen Kam-Fai Wong 34 65 0 31 Oct 2017
Learning Robust Rewards with Adversarial Inverse Reinforcement Learning Justin Fu Katie Z Luo Sergey Levine 55 743 0 30 Oct 2017
Burn-In Demonstrations for Multi-Modal Imitation Learning Alex Kuefler Mykel J. Kochenderfer 29 24 0 13 Oct 2017
Deep Imitation Learning for Complex Manipulation Tasks from Virtual Reality Teleoperation Tianhao Zhang Zoe McCarthy Owen Jow Dennis Lee Xi Chen Ken Goldberg Pieter Abbeel SSL 41 649 0 12 Oct 2017
Socially Compliant Navigation through Raw Depth Inputs with Generative Adversarial Imitation Learning L. Tai Jingwei Zhang Ming-Yuan Liu Wolfram Burgard GAN 25 177 0 06 Oct 2017
OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning Peter Henderson Wei-Di Chang Pierre-Luc Bacon David Meger Joelle Pineau Doina Precup GAN 22 72 0 20 Sep 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 65 2,787 0 19 Aug 2017
Visual Forecasting by Imitating Dynamics in Natural Sequences Kuo-Hao Zeng Bokui (William) Shen De-An Huang Min Sun Juan Carlos Niebles AI4TS 33 61 0 19 Aug 2017
Leveraging Demonstrations for Deep Reinforcement Learning on Robotics Problems with Sparse Rewards Matej Vecerík Todd Hester Jonathan Scholz Fumin Wang Olivier Pietquin Bilal Piot N. Heess Thomas Rothörl Thomas Lampe Martin Riedmiller OffRL 38 659 0 27 Jul 2017
Mutual Alignment Transfer Learning Markus Wulfmeier Ingmar Posner Pieter Abbeel 21 61 0 25 Jul 2017
RAIL: Risk-Averse Imitation Learning Anirban Santara A. Naik Balaraman Ravindran Dipankar Das Dheevatsa Mudigere Sasikanth Avancha Bharat Kaul 30 18 0 20 Jul 2017
Trial without Error: Towards Safe Reinforcement Learning via Human Intervention William Saunders Girish Sastry Andreas Stuhlmuller Owain Evans OffRL 35 230 0 17 Jul 2017
Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation YuXuan Liu Abhishek Gupta Pieter Abbeel Sergey Levine 61 376 0 11 Jul 2017
Robust Imitation of Diverse Behaviors Ziyun Wang J. Merel Scott E. Reed Greg Wayne Nando de Freitas N. Heess 34 195 0 10 Jul 2017
Learning human behaviors from motion capture by adversarial imitation J. Merel Yuval Tassa TB Dhruva S. Srinivasan Jay Lemmon Ziyun Wang Greg Wayne N. Heess GAN 25 201 0 07 Jul 2017