v1v2 (latest)

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
Multi-Agent Fully Decentralized Value Function Learning with Linear Convergence Rates Lucas Cassano Kun Yuan Ali H. Sayed 81 40 0 17 Oct 2018
Security Matters: A Survey on Adversarial Machine Learning Guofu Li Pengjia Zhu Jin Li Zhemin Yang Ning Cao Zhiyi Chen AAML 90 25 0 16 Oct 2018
Using Deep Reinforcement Learning for the Continuous Control of Robotic Arms Winfried Lötzsch 22 3 0 15 Oct 2018
Optimizing Agent Behavior over Long Time Scales by Transporting Value Chia-Chun Hung Timothy Lillicrap Josh Abramson Yan Wu M. Berk Mirza Federico Carnevale Arun Ahuja Greg Wayne 116 124 0 15 Oct 2018
Visual Semantic Navigation using Scene Priors Wei Yang Xinyu Wang Ali Farhadi Abhinav Gupta Roozbeh Mottaghi LM&Ro 100 325 0 15 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 194 144 0 15 Oct 2018
GPU-Accelerated Robotic Simulation for Distributed Reinforcement Learning Jacky Liang Viktor Makoviychuk Ankur Handa N. Chentanez Miles Macklin Dieter Fox AI4CE 102 183 0 12 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 119 570 0 12 Oct 2018
Bayesian Inference of Self-intention Attributed by Observer Yosuke Fukuchi Masahiko Osawa Hiroshi Yamakawa Tatsuji Takahashi M. Imai 23 4 0 12 Oct 2018
Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space Jiechao Xiong Qing Wang Zhuoran Yang Peng Sun Lei Han Yang Zheng Haobo Fu Tong Zhang Ji Liu Han Liu 70 173 0 10 Oct 2018
Reinforcement Learning for Improving Agent Design David R Ha 106 127 0 09 Oct 2018
Learning Scheduling Algorithms for Data Processing Clusters Hongzi Mao Malte Schwarzkopf S. Venkatakrishnan Zili Meng Mohammad Alizadeh OffRL 105 654 0 03 Oct 2018
The Dreaming Variational Autoencoder for Reinforcement Learning Environments Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo DRL 41 17 0 02 Oct 2018
Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh 106 42 0 01 Oct 2018
Interactive Agent Modeling by Learning to Probe Tianmin Shu Caiming Xiong Ying Nian Wu Song-Chun Zhu LM&Ro 53 2 0 01 Oct 2018
Bayesian Transfer Reinforcement Learning with Prior Knowledge Rules Michalis K. Titsias Sotirios Nikoloutsopoulos BDL OffRL 22 3 0 30 Sep 2018
Efficient Sequence Labeling with Actor-Critic Training Saeed Najafi Colin Cherry Grzegorz Kondrak 29 7 0 30 Sep 2018
Deep Quality-Value (DQV) Learning M. Sabatelli Gilles Louppe Pierre Geurts M. Wiering OffRL 63 16 0 30 Sep 2018
Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning Gino Brunner Manuel Fritsche Oliver Richter Roger Wattenhofer 56 7 0 30 Sep 2018
M $^3$ RL: Mind-aware Multi-agent Management Reinforcement Learning Tianmin Shu Yuandong Tian 92 54 0 29 Sep 2018
Learning and Planning with a Semantic Model Yi Wu Yuxin Wu Aviv Tamar Stuart J. Russell Georgia Gkioxari Yuandong Tian 55 17 0 28 Sep 2018
Learning to Coordinate Multiple Reinforcement Learning Agents for Diverse Query Reformulation Rodrigo Nogueira Jannis Bulian Massimiliano Ciaramita 54 11 0 27 Sep 2018
Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning Nasrin Sadeghianpourhamami Johannes Deleu Chris Develder OffRL 51 108 0 27 Sep 2018
Boosting Trust Region Policy Optimization by Normalizing Flows Policy Yunhao Tang Shipra Agrawal TPM 110 31 0 27 Sep 2018
Better Safe than Sorry: Evidence Accumulation Allows for Safe Reinforcement Learning Akshat Agarwal Abhinau K. Venkataramanan Kyle Dunovan Erik J Peterson Timothy D. Verstynen Katia Sycara OffRL 58 3 0 24 Sep 2018
On Reinforcement Learning for Full-length Game of StarCraft Zhen-Jia Pang Ruo-Ze Liu Zhou-Yu Meng Yuanhang Zhang Yang Yu Tong Lu OffRL 80 87 0 23 Sep 2018
Neural Arithmetic Expression Calculator Kaiyu Chen Yihan Dong Xipeng Qiu Zitian Chen AIMat 48 16 0 23 Sep 2018
GAPLE: Generalizable Approaching Policy LEarning for Robotic Object Searching in Indoor Environment Xin Ye Zhe Lin Joon-Young Lee Jianming Zhang Shibin Zheng Yezhou Yang 61 20 0 21 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 172 679 0 21 Sep 2018
Fast Motion Planning for High-DOF Robot Systems Using Hierarchical System Identification Biao Jia Zherong Pan Tianyi Zhou 60 5 0 21 Sep 2018
IntelligentCrowd: Mobile Crowdsensing via Multi-Agent Reinforcement Learning Yize Chen Hao Wang HAI 26 27 0 20 Sep 2018
Logically-Constrained Neural Fitted Q-Iteration Mohammadhosein Hasanbeig Alessandro Abate Daniel Kroening 65 40 0 20 Sep 2018
Dynamic Weights in Multi-Objective Deep Reinforcement Learning Axel Abels D. Roijers Tom Lenaerts A. Nowé Denis Steckelmacher OffRL 92 164 0 20 Sep 2018
Sim-to-Real Transfer of Robot Learning with Variable Length Inputs Vibhavari Dasagi Robert Lee Serena Mou Jake Bruce Niko Sünderhauf Jurgen Leitner OffRL 56 3 0 20 Sep 2018
TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game Peng Sun Xinghai Sun Lei Han Jiechao Xiong Qing Wang ... Yang Zheng Ji Liu Yongsheng Liu Han Liu Tong Zhang 104 75 0 19 Sep 2018
Prosocial or Selfish? Agents with different behaviors for Contract Negotiation using Reinforcement Learning Vishal Sunder Lovekesh Vig Arnab Chatterjee Gautam M. Shroff 37 6 0 19 Sep 2018
Switching Isotropic and Directional Exploration with Parameter Space Noise in Deep Reinforcement Learning Izumi Karino Kazutoshi Tanaka Ryuma Niiyama Yasuo Kuniyoshi 35 3 0 18 Sep 2018
Object-sensitive Deep Reinforcement Learning Yuezhang Li Katia Sycara R. Iyer 88 66 0 17 Sep 2018
Transparency and Explanation in Deep Reinforcement Learning Neural Networks R. Iyer Yuezhang Li Huao Li M. Lewis R. Sundar Katia Sycara 56 175 0 17 Sep 2018
Maximum-Entropy Fine-Grained Classification Abhimanyu Dubey O. Gupta Ramesh Raskar Nikhil Naik 93 157 0 16 Sep 2018
Improvements on Hindsight Learning Ameet Deshpande Srikanth Sarma Ashutosh Jha Balaraman Ravindran OffRL 48 3 0 16 Sep 2018
Adversarial Reinforcement Learning for Observer Design in Autonomous Systems under Cyber Attacks Abhishek Gupta Zhaoyuan Yang AAML 33 7 0 15 Sep 2018
Sequential Coordination of Deep Models for Learning Visual Arithmetic Eric Crawford Guillaume Rabusseau Joelle Pineau 82 0 0 13 Sep 2018
Sim-to-Real Transfer Learning using Robustified Controllers in Robotic Tasks involving Complex Dynamics J. Baar Alan Sullivan Radu Cordorel Devesh K. Jha Diego Romeres D. Nikovski 116 57 0 13 Sep 2018
Automatic Program Synthesis of Long Programs with a Learned Garbage Collector Amit Zohar Lior Wolf 115 78 0 12 Sep 2018
Combined Reinforcement Learning via Abstract Representations Vincent François-Lavet Yoshua Bengio Doina Precup Joelle Pineau OffRL 91 94 0 12 Sep 2018
Multi-task Deep Reinforcement Learning with PopArt Matteo Hessel Hubert Soyer L. Espeholt Wojciech M. Czarnecki Simon Schmitt H. V. Hasselt 147 320 0 12 Sep 2018
Reinforcement Learning in Topology-based Representation for Human Body Movement with Whole Arm Manipulation Weihao Yuan Kaiyu Hang Haoran Song Danica Kragic M. Y. Wang J. A. Stork 43 26 0 12 Sep 2018
Can a Compact Neuronal Circuit Policy be Re-purposed to Learn Simple Robotic Control? Ramin Hasani Mathias Lechner Alexander Amini Daniela Rus Radu Grosu 13 2 0 11 Sep 2018
PRIMAL: Pathfinding via Reinforcement and Imitation Multi-Agent Learning Guillaume Sartoretti Justin Kerr Yunfei Shi Glenn Wagner T. K. S. Kumar Sven Koenig Howie Choset 140 321 0 10 Sep 2018