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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
Learning to Navigate by Growing Deep Networks Thushan Ganegedara Lionel Ott F. Ramos SSL 22 0 0 14 Dec 2017
Deep Reinforcement Learning Boosted by External Knowledge Nicolas Bougie R. Ichise OffRL 56 15 0 12 Dec 2017
Learning Robust Dialog Policies in Noisy Environments Maryam Fazel-Zarandi Shang-Wen Li Jin Cao Jared Casale Peter Henderson David Whitney A. Geramifard 81 24 0 11 Dec 2017
Robust Deep Reinforcement Learning with Adversarial Attacks Anay Pattanaik Zhenyi Tang Shuijing Liu Gautham Bommannan Girish Chowdhary OOD 80 308 0 11 Dec 2017
Music Generation by Deep Learning - Challenges and Directions Jean-Pierre Briot F. Pachet MGen 99 131 0 09 Dec 2017
Assumed Density Filtering Q-learning Heejin Jeong Clark Zhang George J. Pappas Daniel D. Lee OffRL 43 5 0 09 Dec 2017
Nintendo Super Smash Bros. Melee: An "Untouchable" Agent Ben Parr D. Dilipkumar Yuan Liu 8 2 0 08 Dec 2017
Bayesian Policy Gradients via Alpha Divergence Dropout Inference Peter Henderson T. Doan Riashat Islam David Meger BDL 85 13 0 06 Dec 2017
Variational Deep Q Network Yunhao Tang A. Kucukelbir BDL 95 10 0 30 Nov 2017
One-Shot Reinforcement Learning for Robot Navigation with Interactive Replay Jake Bruce Niko Sünderhauf Piotr Wojciech Mirowski R. Hadsell Michael Milford 87 60 0 28 Nov 2017
Deep Reinforcement Learning for Sepsis Treatment Aniruddh Raghu Matthieu Komorowski Imran Ahmed Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi OffRL 71 174 0 27 Nov 2017
Action Branching Architectures for Deep Reinforcement Learning Arash Tavakoli Fabio Pardo Petar Kormushev 74 265 0 24 Nov 2017
Teaching a Machine to Read Maps with Deep Reinforcement Learning Gino Brunner Oliver Richter Yuyi Wang Roger Wattenhofer 3DV 83 52 0 20 Nov 2017
Classification with Costly Features using Deep Reinforcement Learning Jaromír Janisch Tomás Pevný Viliam Lisý OffRL 74 98 0 20 Nov 2017
Data-driven Planning via Imitation Learning Sanjiban Choudhury M. Bhardwaj S. Arora Ashish Kapoor G. Ranade Sebastian Scherer Debadeepta Dey 98 81 0 17 Nov 2017
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems Zachary Chase Lipton Xiujun Li Jianfeng Gao Lihong Li Faisal Ahmed Li Deng 107 172 0 15 Nov 2017
Data Augmentation Generative Adversarial Networks Antreas Antoniou Amos Storkey Harrison Edwards MedIm GAN 154 1,076 0 12 Nov 2017
Applications of Deep Learning and Reinforcement Learning to Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain S. Vassanelli OffRL AI4CE 85 646 0 10 Nov 2017
Strategies for Conceptual Change in Convolutional Neural Networks M. Grachten Carlos Eduardo Cancino-Chacón 52 10 0 05 Nov 2017
Regret Minimization for Partially Observable Deep Reinforcement Learning Peter H. Jin Kurt Keutzer Sergey Levine 86 51 0 31 Oct 2017
Unifying Value Iteration, Advantage Learning, and Dynamic Policy Programming Tadashi Kozuno E. Uchibe Kenji Doya 40 3 0 30 Oct 2017
Distributional Reinforcement Learning with Quantile Regression Will Dabney Mark Rowland Marc G. Bellemare Rémi Munos 95 769 0 27 Oct 2017
Generalization Tower Network: A Novel Deep Neural Network Architecture for Multi-Task Learning Yuhang Song Mai Xu Songyang Zhang Liangyu Huo 57 3 0 27 Oct 2017
The Effects of Memory Replay in Reinforcement Learning Ruishan Liu James Zou VLM 73 112 0 18 Oct 2017
Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations Hongjia Li Tianshu Wei Ao Ren Qi Zhu Yanzhi Wang OffRL AI4CE 39 43 0 10 Oct 2017
Rainbow: Combining Improvements in Deep Reinforcement Learning Matteo Hessel Joseph Modayil H. V. Hasselt Tom Schaul Georg Ostrovski Will Dabney Dan Horgan Bilal Piot M. G. Azar David Silver OffRL 112 2,279 0 06 Oct 2017
Exploration in Feature Space for Reinforcement Learning S. N. Sasikumar 146 4 0 05 Oct 2017
Deep Abstract Q-Networks Melrose Roderick Christopher Grimm Stefanie Tellex 100 33 0 02 Oct 2017
Parameter Sharing Deep Deterministic Policy Gradient for Cooperative Multi-agent Reinforcement Learning Xiangxiang Chu Hangjun Ye 74 56 0 01 Oct 2017
Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces Garrett A. Warnell Nicholas R. Waytowich Vernon J. Lawhern Peter Stone 86 273 0 28 Sep 2017
Deep Reinforcement Learning for Dexterous Manipulation with Concept Networks Aditya Gudimella Ross Story M. Shaker Ruofan Kong Matthew A. Brown Victor Shnayder Marcos Campos 53 24 0 20 Sep 2017
Sparse Markov Decision Processes with Causal Sparse Tsallis Entropy Regularization for Reinforcement Learning Kyungjae Lee Sungjoon Choi Songhwai Oh 79 68 0 19 Sep 2017
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents Marlos C. Machado Marc G. Bellemare Erik Talvitie J. Veness Matthew J. Hausknecht Michael Bowling 114 558 0 18 Sep 2017
Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning Yuanlong Li Yonggang Wen K. Guan Dacheng Tao AI4CE 88 180 0 15 Sep 2017
Deep Reinforcement Learning for Conversational AI Mahipal Jadeja Neelanshi Varia Agam Shah 46 5 0 15 Sep 2017
Shared Learning : Enhancing Reinforcement in $Q$ -Ensembles Rakesh R Menon Balaraman Ravindran 33 0 0 14 Sep 2017
Towards personalized human AI interaction - adapting the behavior of AI agents using neural signatures of subjective interest Victor Shih D. Jangraw P. Sajda S. Saproo 24 2 0 14 Sep 2017
Automated Cloud Provisioning on AWS using Deep Reinforcement Learning Zhiguang Wang C. Gwon Tim Oates A. Iezzi 49 23 0 13 Sep 2017
Deep Reinforcement Learning with Surrogate Agent-Environment Interface Songli Wang Yutao Jing 27 1 0 12 Sep 2017
Combining Strategic Learning and Tactical Search in Real-Time Strategy Games Nicolas A. Barriga Marius Stanescu M. Buro 44 40 0 11 Sep 2017
Autonomous Quadrotor Landing using Deep Reinforcement Learning Riccardo Polvara Massimiliano Patacchiola Sanjay K. Sharma Jian Wan Andrew Manning R. Sutton Angelo Cangelosi 60 48 0 11 Sep 2017
Deep Learning Techniques for Music Generation -- A Survey Jean-Pierre Briot Gaëtan Hadjeres F. Pachet MGen 153 300 0 05 Sep 2017
BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning Simyung Chang Y. Yoo Jaeseok Choi Nojun Kwak OffRL 15 1 0 05 Sep 2017
Deep Learning for Video Game Playing Niels Justesen Philip Bontrager Julian Togelius S. Risi VLM 101 208 0 25 Aug 2017
Reinforcement Mechanism Design for e-commerce Qingpeng Cai Aris Filos-Ratsikas Pingzhong Tang Yiwei Zhang 28 4 0 25 Aug 2017
A Function Approximation Method for Model-based High-Dimensional Inverse Reinforcement Learning Kun Li J. W. Burdick 40 5 0 23 Aug 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 143 2,830 0 19 Aug 2017
LADDER: A Human-Level Bidding Agent for Large-Scale Real-Time Online Auctions Yu Wang Jiayi Liu Yuxiang Liu Jun Hao Yang He Jinghe Hu Weipeng P. Yan Mantian Li 74 19 0 18 Aug 2017
Investigating Reinforcement Learning Agents for Continuous State Space Environments David Von Dollen OffRL 11 0 0 08 Aug 2017
An Information-Theoretic Optimality Principle for Deep Reinforcement Learning Felix Leibfried Jordi Grau-Moya Haitham Bou-Ammar 101 24 0 06 Aug 2017