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Deep Reinforcement Learning with Double Q-learning

22 September 2015

David Silver

Papers citing "Deep Reinforcement Learning with Double Q-learning"

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Title
Reward learning from human preferences and demonstrations in Atari Borja Ibarz Jan Leike Tobias Pohlen G. Irving Shane Legg Dario Amodei 117 398 0 15 Nov 2018
Bayesian Reinforcement Learning in Factored POMDPs Sammie Katt F. Oliehoek Chris Amato 69 40 0 14 Nov 2018
Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal Mining Ishan Jindal Zhiwei Qin Xuewen Chen M. Nokleby Jieping Ye AI4TS 51 45 0 11 Nov 2018
Memory-based Deep Reinforcement Learning for Obstacle Avoidance in UAV with Limited Environment Knowledge Hassan Dashtian Sindhu Padakandla M. Sahimi 79 210 0 08 Nov 2018
The RLLChatbot: a solution to the ConvAI challenge Nicolas Angelard-Gontier Koustuv Sinha Peter Henderson Iulian Serban Michael Noseworthy Prasanna Parthasarathi Joelle Pineau OffRL 53 0 0 07 Nov 2018
Deep Reinforcement Learning for Green Security Games with Real-Time Information Yufei Wang Zheyuan Ryan Shi Lantao Yu Yi Wu Rohit Singh Lucas Joppa Fei Fang 67 73 0 06 Nov 2018
Managing engineering systems with large state and action spaces through deep reinforcement learning Varun Chandrasekaran K. Papakonstantinou AI4CE 80 164 0 05 Nov 2018
VIREL: A Variational Inference Framework for Reinforcement Learning M. Fellows Anuj Mahajan Tim G. J. Rudner Shimon Whiteson DRL 106 56 0 03 Nov 2018
Horizon: Facebook's Open Source Applied Reinforcement Learning Platform J. Gauci Edoardo Conti Yitao Liang Kittipat Virochsiri Yuchen He Zachary Kaden Vivek Narayanan Xiaohui Ye Zhengxing Chen Scott Fujimoto 85 139 0 01 Nov 2018
SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning Daoming Lyu Fangkai Yang Bo Liu Steven M. Gustafson OffRL 98 152 0 31 Oct 2018
The Faults in Our Pi Stars: Security Issues and Open Challenges in Deep Reinforcement Learning Vahid Behzadan Arslan Munir 80 27 0 23 Oct 2018
Optimization of Molecules via Deep Reinforcement Learning Zhenpeng Zhou S. Kearnes Li Li R. Zare Patrick F. Riley AI4CE 140 543 0 19 Oct 2018
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey Nguyen Cong Luong D. Hoang Shimin Gong Dusit Niyato Ping Wang Ying-Chang Liang Dong In Kim OffRL 95 1,445 0 18 Oct 2018
The Concept of Criticality in Reinforcement Learning Yitzhak Spielberg A. Azaria 35 7 0 16 Oct 2018
Using Deep Reinforcement Learning for the Continuous Control of Robotic Arms Winfried Lötzsch 22 3 0 15 Oct 2018
Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning David Janz Jiri Hron Przemysław Mazur Katja Hofmann José Miguel Hernández-Lobato Sebastian Tschiatschek 163 52 0 15 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 194 144 0 15 Oct 2018
Learning to Sketch with Deep Q Networks and Demonstrated Strokes Tao Zhou Chen Fang Zhaowen Wang Jimei Yang Byungmoon Kim Zhili Chen Jonathan Brandt Demetri Terzopoulos 99 7 0 14 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 119 569 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 68 172 0 10 Oct 2018
Deep Reinforcement Learning for Time Scheduling in RF-Powered Backscatter Cognitive Radio Networks Tran The Anh Nguyen Cong Luong Dusit Niyato Ying-Chang Liang Dong In Kim 55 39 0 03 Oct 2018
Reinforcement Learning with Perturbed Rewards Jingkang Wang Yang Liu Yue Liu NoLa 95 131 0 02 Oct 2018
SmartChoices: Hybridizing Programming and Machine Learning Victor Carbune Thierry Coppey A. Daryin Thomas Deselaers Nikhil Sarda J. Yagnik 27 2 0 01 Oct 2018
Deep Quality-Value (DQV) Learning M. Sabatelli Gilles Louppe Pierre Geurts M. Wiering OffRL 60 16 0 30 Sep 2018
Hierarchical Deep Multiagent Reinforcement Learning with Temporal Abstraction Hongyao Tang Jianye Hao Tangjie Lv Yingfeng Chen Zongzhang Zhang ... Chunxu Ren Yan Zheng Zhaopeng Meng Changjie Fan Li Wang OffRL 48 23 0 25 Sep 2018
Low Precision Policy Distillation with Application to Low-Power, Real-time Sensation-Cognition-Action Loop with Neuromorphic Computing J. McKinstry D. Barch Deepika Bablani M. DeBole S. K. Esser J. Kusnitz John V. Arthur D. Modha OffRL 77 5 0 25 Sep 2018
Dynamic Weights in Multi-Objective Deep Reinforcement Learning Axel Abels D. Roijers Tom Lenaerts A. Nowé Denis Steckelmacher OffRL 85 163 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
In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning Xiaofei Wang Yiwen Han Chenyang Wang Qiyang Zhao Xu Chen Min Chen 61 806 0 19 Sep 2018
Muscle Excitation Estimation in Biomechanical Simulation Using NAF Reinforcement Learning A. Abdi Pramit Saha Praneeth Srungarapu S. Fels 39 5 0 17 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
Towards Better Interpretability in Deep Q-Networks Raghuram Mandyam Annasamy Katia Sycara FAtt 59 59 0 15 Sep 2018
Negative Update Intervals in Deep Multi-Agent Reinforcement Learning Gregory Palmer Rahul Savani K. Tuyls 47 27 0 13 Sep 2018
Combined Reinforcement Learning via Abstract Representations Vincent François-Lavet Yoshua Bengio Doina Precup Joelle Pineau OffRL 91 93 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
Factorized Q-Learning for Large-Scale Multi-Agent Systems M. Zhou Yong Chen Ying Wen Yaodong Yang Yufeng Su Weinan Zhang Dell Zhang Jun Wang AI4CE 116 68 0 11 Sep 2018
Adaptive Behavior Generation for Autonomous Driving using Deep Reinforcement Learning with Compact Semantic States Peter Wolf Karl Kurzer Tobias Wingert Florian Kuhnt Johann Marius Zöllner 60 56 0 10 Sep 2018
Learning Adaptive Display Exposure for Real-Time Advertising Weixun Wang Junqi Jin Jianye Hao Chunjie Chen Chuan Yu ... Xiaotian Hao Yixi Wang Han Li Jian Xu Kun Gai 43 6 0 10 Sep 2018
Learning Invariances for Policy Generalization Rémi Tachet des Combes Philip Bachman H. V. Seijen 83 12 0 07 Sep 2018
Transferring Deep Reinforcement Learning with Adversarial Objective and Augmentation Shu-Hsuan Hsu I-Chao Shen Bing-Yu Chen 13 2 0 04 Sep 2018
Effective Exploration for Deep Reinforcement Learning via Bootstrapped Q-Ensembles under Tsallis Entropy Regularization Gang Chen Yiming Peng Mengjie Zhang 45 14 0 02 Sep 2018
LIFT: Reinforcement Learning in Computer Systems by Learning From Demonstrations Michael Schaarschmidt A. Kuhnle Ben Ellis Kai Fricke Felix Gessert Eiko Yoneki OffRL 55 41 0 23 Aug 2018
Reinforcement Learning for Autonomous Defence in Software-Defined Networking Yi Han Benjamin I. P. Rubinstein Tamas Abraham T. Alpcan O. Vel S. Erfani David Hubczenko C. Leckie Paul Montague AAML 55 69 0 17 Aug 2018
Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN Dror Freirich Ron Meir Aviv Tamar OffRL 49 13 0 06 Aug 2018
Deep Reinforcement One-Shot Learning for Artificially Intelligent Classification Systems A. Puzanov Kobi Cohen VLM 46 19 0 04 Aug 2018
Visual Analogies between Atari Games for Studying Transfer Learning in RL D. Sobol Lior Wolf Yaniv Taigman OffRL 44 7 0 29 Jul 2018
A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security M. Al-garadi Amr M. Mohamed A. Al-Ali Xiaojiang Du Mohsen Guizani 95 831 0 29 Jul 2018
NAVREN-RL: Learning to fly in real environment via end-to-end deep reinforcement learning using monocular images Malik Aqeel Anwar A. Raychowdhury 81 22 0 22 Jul 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 104 117 0 21 Jul 2018