Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay

18 July 2016

Papers citing "Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay"

30 / 30 papers shown

Title
Imitation Learning of Correlated Policies in Stackelberg Games Kunag-Da Wang Ping-Chun Hsieh Chao-Han Huck Yang 98 0 0 11 Mar 2025
Training Interactive Agent in Large FPS Game Map with Rule-enhanced Reinforcement Learning Chen Zhang Huan Hu Yuan Zhou Qiyang Cao Ruochen Liu Wenya Wei Elvis S. Liu AI4CE 116 0 0 07 Oct 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning Zhiheng Xi Wenxiang Chen Boyang Hong Senjie Jin Rui Zheng ... Xinbo Zhang Peng Sun Tao Gui Qi Zhang Xuanjing Huang LRM 61 28 0 08 Feb 2024
Model-enhanced Contrastive Reinforcement Learning for Sequential Recommendation Chengpeng Li Zhengyi Yang Jizhi Zhang Jiancan Wu Dingxian Wang Xiangnan He Xiang Wang OffRL 76 1 0 25 Oct 2023
Boosting Reinforcement Learning and Planning with Demonstrations: A Survey Tongzhou Mu H. Su OffRL 70 1 0 23 Mar 2023
Deep Q-Network Based Decision Making for Autonomous Driving M. Ronecker Yuan-xian Zhu 59 32 0 21 Mar 2023
Option-Aware Adversarial Inverse Reinforcement Learning for Robotic Control Jiayu Chen Tian-Shing Lan Vaneet Aggarwal BDL 107 17 0 05 Oct 2022
Jump-Start Reinforcement Learning Ikechukwu Uchendu Ted Xiao Yao Lu Banghua Zhu Mengyuan Yan ... Chuyuan Fu Cong Ma Jiantao Jiao Sergey Levine Karol Hausman OffRL OnRL 104 116 0 05 Apr 2022
LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning D. Mguni Taher Jafferjee Jianhong Wang Oliver Slumbers Nicolas Perez Nieves Feifei Tong Yang Li Jiangcheng Zhu Yaodong Yang Jun Wang 112 18 0 05 Dec 2021
Reinforcement Learning For Constraint Satisfaction Game Agents (15-Puzzle, Minesweeper, 2048, and Sudoku) Anav Mehta AI4CE 122 4 0 09 Feb 2021
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution Vihang Patil M. Hofmarcher Marius-Constantin Dinu Matthias Dorfer P. Blies Johannes Brandstetter Jose A. Arjona-Medina Sepp Hochreiter 127 44 0 29 Sep 2020
Lucid Dreaming for Experience Replay: Refreshing Past States with the Current Policy Yunshu Du Garrett A. Warnell A. Gebremedhin Peter Stone Matthew E. Taylor 58 11 0 29 Sep 2020
An Imitation Learning Approach for Cache Replacement Emmy Liu Milad Hashemi Kevin Swersky Parthasarathy Ranganathan Junwhan Ahn 77 87 0 29 Jun 2020
Forgetful Experience Replay in Hierarchical Reinforcement Learning from Demonstrations Alexey Skrynnik A. Staroverov Ermek Aitygulov Kirill Aksenov Vasilii Davydov Aleksandr I. Panov OffRL 63 4 0 17 Jun 2020
Learning hierarchical behavior and motion planning for autonomous driving Jingke Wang Yue Wang Dongkun Zhang Yezhou Yang R. Xiong 44 35 0 08 May 2020
Learning visual policies for building 3D shape categories Alexander Pashevich Igor Kalevatykh Ivan Laptev Cordelia Schmid 58 3 0 15 Apr 2020
Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey Sanmit Narvekar Bei Peng Matteo Leonetti Jivko Sinapov Matthew E. Taylor Peter Stone ODL 246 485 0 10 Mar 2020
Which Channel to Ask My Question? Personalized Customer Service Request Stream Routing using Deep Reinforcement Learning Zining Liu Chong Long Xiaolu Lu Zehong Hu Jie Zhang Yafang Wang 27 9 0 24 Nov 2019
RIDM: Reinforced Inverse Dynamics Modeling for Learning from a Single Observed Demonstration Brahma S. Pavse F. Torabi Josiah P. Hanna Garrett A. Warnell Peter Stone 85 33 0 18 Jun 2019
Certified Reinforcement Learning with Logic Guidance Mohammadhosein Hasanbeig Daniel Kroening Alessandro Abate 127 57 0 02 Feb 2019
Learning Montezuma's Revenge from a Single Demonstration Tim Salimans Richard J. Chen 121 139 0 08 Dec 2018
Active Deep Q-learning with Demonstration Si-An Chen Voot Tangkaratt Hsuan-Tien Lin Masashi Sugiyama 48 33 0 06 Dec 2018
Orthogonal Policy Gradient and Autonomous Driving Application Mincong Luo Yin Tong Jiachi Liu 27 2 0 15 Nov 2018
Sample-Efficient Learning of Nonprehensile Manipulation Policies via Physics-Based Informed State Distributions Lerrel Pinto Aditya Mandalika Brian Hou S. Srinivasa 60 13 0 24 Oct 2018
One-Shot High-Fidelity Imitation: Training Large-Scale Deep Nets with RL T. Paine Sergio Gomez Colmenarejo Ziyun Wang Scott E. Reed Y. Aytar ... Matthew W. Hoffman Gabriel Barth-Maron Serkan Cabi David Budden Nando de Freitas OffRL 81 25 0 11 Oct 2018
Backplay: "Man muss immer umkehren" Cinjon Resnick R. Raileanu Sanyam Kapoor Alex Peysakhovich Kyunghyun Cho Joan Bruna OffRL 86 45 0 18 Jul 2018
Playing hard exploration games by watching YouTube Y. Aytar Tobias Pfaff David Budden T. Paine Ziyun Wang Nando de Freitas 67 271 0 29 May 2018
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration Emmy Liu Kelvin Guu Panupong Pasupat Tianlin Shi Percy Liang OnRL 79 223 0 24 Feb 2018
The Atari Grand Challenge Dataset Vitaly Kurin Sebastian Nowozin Katja Hofmann Lucas Beyer Bastian Leibe OffRL 86 45 0 31 May 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 92 157 0 12 Apr 2017