Asynchronous Methods for Deep Reinforcement Learning

4 February 2016

Volodymyr Mnih

Adria Puigdomenech Badia

David Silver

Papers citing "Asynchronous Methods for Deep Reinforcement Learning"

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Title
Reinforcement Learning for Feedback-Enabled Cyber Resilience Yunhan Huang Linan Huang Quanyan Zhu 23 67 0 02 Jul 2021
Goal-Conditioned Reinforcement Learning with Imagined Subgoals Elliot Chane-Sane Cordelia Schmid Ivan Laptev 30 141 0 01 Jul 2021
Applications of the Free Energy Principle to Machine Learning and Neuroscience Beren Millidge DRL 33 7 0 30 Jun 2021
Adaptive Stochastic ADMM for Decentralized Reinforcement Learning in Edge Industrial IoT Wanlu Lei Yu Ye Ming Xiao Mikael Skoglund Zhu Han 28 1 0 30 Jun 2021
Core Challenges in Embodied Vision-Language Planning Jonathan M Francis Nariaki Kitamura Felix Labelle Xiaopeng Lu Ingrid Navarro Jean Oh LM&Ro 54 45 0 26 Jun 2021
Policy Smoothing for Provably Robust Reinforcement Learning Aounon Kumar Alexander Levine S. Feizi AAML 20 56 0 21 Jun 2021
Distributed Heuristic Multi-Agent Path Finding with Communication Ziyuan Ma Yudong Luo Hang Ma 27 69 0 21 Jun 2021
Prediction-Free, Real-Time Flexible Control of Tidal Lagoons through Proximal Policy Optimisation: A Case Study for the Swansea Lagoon Túlio Marcondes Moreira Jackson Geraldo de Faria Pedro O. S. Vaz de Melo Luiz Chaimowicz G. Medeiros-Ribeiro 33 10 0 18 Jun 2021
Towards Distraction-Robust Active Visual Tracking Fangwei Zhong Peng Sun Wenhan Luo Tingyun Yan Yizhou Wang AAML 30 33 0 18 Jun 2021
A learning agent that acquires social norms from public sanctions in decentralized multi-agent settings Eugene Vinitsky Raphael Köster J. Agapiou Edgar A. Duénez-Guzmán A. Vezhnevets Joel Z Leibo 32 37 0 16 Jun 2021
Vision-Language Navigation with Random Environmental Mixup Chong Liu Fengda Zhu Xiaojun Chang Xiaodan Liang Zongyuan Ge Yi-Dong Shen LM&Ro 56 86 0 15 Jun 2021
Unsupervised Learning of Visual 3D Keypoints for Control Boyuan Chen Pieter Abbeel Deepak Pathak 3DPC SSL 27 39 0 14 Jun 2021
Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation Anas Barakat Pascal Bianchi Julien Lehmann 32 9 0 14 Jun 2021
Characterizing the Gap Between Actor-Critic and Policy Gradient Junfeng Wen Saurabh Kumar Ramki Gummadi Dale Schuurmans 34 15 0 13 Jun 2021
A New Formalism, Method and Open Issues for Zero-Shot Coordination Johannes Treutlein Michael Dennis Caspar Oesterheld Jakob N. Foerster OffRL 29 35 0 11 Jun 2021
A3C-S: Automated Agent Accelerator Co-Search towards Efficient Deep Reinforcement Learning Yonggan Fu Yongan Zhang Chaojian Li Zhongzhi Yu Yingyan Lin 39 6 0 11 Jun 2021
Going Beyond Linear Transformers with Recurrent Fast Weight Programmers Kazuki Irie Imanol Schlag Róbert Csordás Jürgen Schmidhuber 33 57 0 11 Jun 2021
Taylor Expansion of Discount Factors Yunhao Tang Mark Rowland Rémi Munos Michal Valko OffRL 34 5 0 11 Jun 2021
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning Daochen Zha Jingru Xie Wenye Ma Sheng Zhang Xiangru Lian Xia Hu Ji Liu 25 117 0 11 Jun 2021
Simplifying Deep Reinforcement Learning via Self-Supervision Daochen Zha Kwei-Herng Lai Kaixiong Zhou Xia Hu SSL 54 15 0 10 Jun 2021
Eye of the Beholder: Improved Relation Generalization for Text-based Reinforcement Learning Agents K. Murugesan Subhajit Chaudhury Kartik Talamadupula 41 5 0 09 Jun 2021
Towards Practical Credit Assignment for Deep Reinforcement Learning Vyacheslav Alipov Riley Simmons-Edler N.Yu. Putintsev Pavel Kalinin Dmitry Vetrov OffRL 35 11 0 08 Jun 2021
Hierarchical Representation Learning for Markov Decision Processes Lorenzo Steccanella Simone Totaro Anders Jonsson 28 4 0 03 Jun 2021
An Entropy Regularization Free Mechanism for Policy-based Reinforcement Learning Changnan Xiao Haosen Shi Jiajun Fan Shihong Deng 26 5 0 01 Jun 2021
Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning Jiahui Li Kun Kuang Baoxiang Wang Furui Liu Long Chen Fei Wu Jun Xiao OffRL 27 60 0 01 Jun 2021
From Motor Control to Team Play in Simulated Humanoid Football Siqi Liu Guy Lever Zhe Wang J. Merel S. M. Ali Eslami ... Tuomas Haarnoja Brendan D. Tracey K. Tuyls T. Graepel N. Heess 31 130 0 25 May 2021
A Heuristically Assisted Deep Reinforcement Learning Approach for Network Slice Placement José Jurandir Alves Esteves Amina Boubendir Fabrice Michel Guillemin Pierre Sens 31 32 0 14 May 2021
A Survey on Reinforcement Learning-Aided Caching in Mobile Edge Networks Nikolaos Nomikos Spyros Zoupanos Themistoklis Charalambous I. Krikidis Athina P. Petropulu 31 1 0 12 May 2021
Hierarchical RNNs-Based Transformers MADDPG for Mixed Cooperative-Competitive Environments Xiaolong Wei Lifang Yang Xianglin Huang Gang Cao Zhulin Tao Zhengyang Du Jing An 34 6 0 11 May 2021
A Deep Reinforcement Learning Approach to Audio-Based Navigation in a Multi-Speaker Environment Petros Giannakopoulos A. Pikrakis Y. Cotronis 24 7 0 10 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 66 270 0 10 May 2021
Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence Emna Baccour N. Mhaisen A. Abdellatif A. Erbad Amr M. Mohamed Mounir Hamdi Mohsen Guizani 37 87 0 04 May 2021
Reinforcement Learning for Ridesharing: An Extended Survey Zhiwei Qin Hongtu Zhu Jieping Ye 44 84 0 03 May 2021
Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference Xiaocong Chen Lina Yao Xianzhi Wang Aixin Sun Wenjie Zhang Quan Z. Sheng 22 8 0 03 May 2021
End-to-End Intersection Handling using Multi-Agent Deep Reinforcement Learning Alessandro Paolo Capasso Paolo Maramotti Anthony DellÉva A. Broggi 73 18 0 28 Apr 2021
Learning Latent Graph Dynamics for Visual Manipulation of Deformable Objects Xiao Ma David Hsu W. Lee AI4CE 39 28 0 25 Apr 2021
Safe Chance Constrained Reinforcement Learning for Batch Process Control M. Mowbray Panagiotis Petsagkourakis Ehecatl Antonio del Rio Chanona Dongda Zhang OffRL 37 34 0 23 Apr 2021
Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems Daniele Gammelli Kaidi Yang James Harrison Filipe Rodrigues Francisco Câmara Pereira Marco Pavone GNN 64 46 0 23 Apr 2021
Formula RL: Deep Reinforcement Learning for Autonomous Racing using Telemetry Data Adrian Remonda Sarah Krebs Eduardo E. Veas Granit Luzhnica Roman Kern OffRL 37 23 0 22 Apr 2021
CVLight: Decentralized Learning for Adaptive Traffic Signal Control with Connected Vehicles Zhaobin Mo Wangzhi Li Yongjie Fu Kangrui Ruan Xuan Di 24 40 0 21 Apr 2021
Training Value-Aligned Reinforcement Learning Agents Using a Normative Prior Md Sultan al Nahian Spencer Frazier Brent Harrison Mark O. Riedl 32 18 0 19 Apr 2021
Two-stage training algorithm for AI robot soccer Taeyoung Kim L. Vecchietti Kyujin Choi Sanem Sariel Dongsoo Har 21 7 0 13 Apr 2021
Survey on reinforcement learning for language processing Víctor Uc Cetina Nicolás Navarro-Guerrero A. Martín-González C. Weber S. Wermter OffRL 33 101 0 12 Apr 2021
Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation Emilio Parisotto Ruslan Salakhutdinov 44 44 0 04 Apr 2021
A Dynamics Perspective of Pursuit-Evasion Games of Intelligent Agents with the Ability to Learn Hao Xiong Huanhui Cao Lin Zhang Wenjie Lu 24 3 0 03 Apr 2021
Storchastic: A Framework for General Stochastic Automatic Differentiation Emile van Krieken Jakub M. Tomczak A. T. Teije ODL OffRL 31 15 0 01 Apr 2021
SOON: Scenario Oriented Object Navigation with Graph-based Exploration Fengda Zhu Xiwen Liang Yi Zhu Xiaojun Chang Xiaodan Liang 27 122 0 31 Mar 2021
Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World Florian Laurent Manuel Schneider Christian Scheller J. Watson Jiaoyang Li ... Nilabha Bhattacharya Shivam Agarwal A. Egli Erik Nygren Sharada Mohanty 36 27 0 30 Mar 2021
Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity Shaocong Ma Ziyi Chen Yi Zhou Shaofeng Zou 19 11 0 30 Mar 2021
MaAST: Map Attention with Semantic Transformersfor Efficient Visual Navigation Zachary Seymour Kowshik Thopalli Niluthpol Chowdhury Mithun Han-Pang Chiu S. Samarasekera Rakesh Kumar 3DPC 24 18 0 21 Mar 2021