Dueling Network Architectures for Deep Reinforcement Learning

20 November 2015

Papers citing "Dueling Network Architectures for Deep Reinforcement Learning"

50 / 358 papers shown

Title
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 16 68 0 11 Sep 2018
ViZDoom Competitions: Playing Doom from Pixels Marek Wydmuch Michal Kempka Wojciech Ja'skowski 24 119 0 10 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 27 55 0 10 Sep 2018
RUDDER: Return Decomposition for Delayed Rewards Jose A. Arjona-Medina Michael Gillhofer Michael Widrich Thomas Unterthiner Johannes Brandstetter Sepp Hochreiter 22 212 0 20 Jun 2018
Randomized Prior Functions for Deep Reinforcement Learning Ian Osband John Aslanides Albin Cassirer UQCV BDL 12 373 0 08 Jun 2018
Re-evaluating Evaluation David Balduzzi K. Tuyls Julien Perolat T. Graepel MoMe 16 96 0 07 Jun 2018
Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update Su Young Lee Sung-Ik Choi Sae-Young Chung BDL 13 73 0 31 May 2018
Constrained Policy Improvement for Safe and Efficient Reinforcement Learning Elad Sarafian Aviv Tamar Sarit Kraus OffRL 22 11 0 20 May 2018
Episodic Memory Deep Q-Networks Zichuan Lin Tianqi Zhao Guangwen Yang Lintao Zhang OffRL 14 85 0 19 May 2018
Graph Signal Sampling via Reinforcement Learning Oleksii Abramenko A. Jung 16 5 0 15 May 2018
Internet of Things Meets Brain-Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity Xiang Zhang Lina Yao Shuai Zhang S. Kanhere Michael Sheng Yunhao Liu 8 77 0 01 May 2018
Multi-modality Sensor Data Classification with Selective Attention Xiang Zhang Lina Yao Chaoran Huang Sen Wang Mingkui Tan Guodong Long Can Wang 13 37 0 16 Apr 2018
Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks Xiaoyuan Liang Xunsheng Du Guiling Wang Zhu Han 16 409 0 29 Mar 2018
On First-Order Meta-Learning Algorithms Alex Nichol Joshua Achiam John Schulman 17 2,213 0 08 Mar 2018
Learning to Sequence Robot Behaviors for Visual Navigation Hadi Salman Puneet Singhal Tanmay Shankar Peng Yin A. Salman William Paivine Guillaume Sartoretti Matthew Travers Howie Choset 15 8 0 05 Mar 2018
Distributed Prioritized Experience Replay Dan Horgan John Quan David Budden Gabriel Barth-Maron Matteo Hessel H. V. Hasselt David Silver 31 731 0 02 Mar 2018
Structured Control Nets for Deep Reinforcement Learning Mario Srouji Jian Zhang Ruslan Salakhutdinov 26 43 0 22 Feb 2018
Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis Brenden K. Petersen Jiachen Yang Will Grathwohl Chase Cockrell Claudio P. Santiago G. An D. Faissol AI4CE 13 26 0 08 Feb 2018
Deep Reinforcement Learning using Capsules in Advanced Game Environments Per-Arne Andersen 18 16 0 29 Jan 2018
FlashRL: A Reinforcement Learning Platform for Flash Games Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo VLM 29 2 0 26 Jan 2018
Experience-driven Networking: A Deep Reinforcement Learning based Approach Zhiyuan Xu Jian Tang Jingsong Meng Weiyi Zhang Yanzhi Wang C. Liu Dejun Yang OffRL 25 358 0 17 Jan 2018
Deep In-GPU Experience Replay Ben Parr OffRL VLM 9 2 0 09 Jan 2018
Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning Xiangyu Kong Bo Xin Fangchen Liu Yizhou Wang 18 44 0 20 Dec 2017
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning F. Such Vashisht Madhavan Edoardo Conti Joel Lehman Kenneth O. Stanley Jeff Clune 22 685 0 18 Dec 2017
Deep Reinforcement Learning Boosted by External Knowledge Nicolas Bougie R. Ichise OffRL 25 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 38 24 0 11 Dec 2017
Variational Deep Q Network Yunhao Tang A. Kucukelbir BDL 17 10 0 30 Nov 2017
Action Branching Architectures for Deep Reinforcement Learning Arash Tavakoli Fabio Pardo Petar Kormushev 14 256 0 24 Nov 2017
Teaching a Machine to Read Maps with Deep Reinforcement Learning Gino Brunner Oliver Richter Yuyi Wang Roger Wattenhofer 3DV 19 52 0 20 Nov 2017
Data-driven Planning via Imitation Learning Sanjiban Choudhury M. Bhardwaj S. Arora Ashish Kapoor G. Ranade S. Scherer Debadeepta Dey 41 80 0 17 Nov 2017
Building machines that adapt and compute like brains Brenden Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 890 0 11 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 39 641 0 10 Nov 2017
Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach Yuhang Song Mai Xu Jianyi Wang Minglang Qiao Liangyu Huo Zulin Wang 29 205 0 30 Oct 2017
Deep Reinforcement Learning with Surrogate Agent-Environment Interface Songli Wang Yutao Jing 15 1 0 12 Sep 2017
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation Yuhuai Wu Elman Mansimov Shun Liao Roger C. Grosse Jimmy Ba OffRL 20 622 0 17 Aug 2017
An Information-Theoretic Optimality Principle for Deep Reinforcement Learning Felix Leibfried Jordi Grau-Moya Haitham Bou-Ammar 19 24 0 06 Aug 2017
Count-Based Exploration in Feature Space for Reinforcement Learning Jarryd Martin S. N. Sasikumar Tom Everitt Marcus Hutter 19 122 0 25 Jun 2017
Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning Nick Erickson Qi Zhao CLL OffRL 119 2 0 19 Jun 2017
Value-Decomposition Networks For Cooperative Multi-Agent Learning P. Sunehag Guy Lever A. Gruslys Wojciech M. Czarnecki V. Zambaldi ... Marc Lanctot Nicolas Sonnerat Joel Z. Leibo K. Tuyls T. Graepel 14 980 0 16 Jun 2017
Navigating Occluded Intersections with Autonomous Vehicles using Deep Reinforcement Learning David Isele Reza Rahimi Akansel Cosgun K. Subramanian K. Fujimura 18 137 0 02 May 2017
Equivalence Between Policy Gradients and Soft Q-Learning John Schulman Xi Chen Pieter Abbeel OffRL 24 339 0 21 Apr 2017
The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning A. Gruslys Will Dabney M. G. Azar Bilal Piot Marc G. Bellemare Rémi Munos 11 57 0 15 Apr 2017
Surprise-Based Intrinsic Motivation for Deep Reinforcement Learning Joshua Achiam S. Shankar Sastry 18 235 0 06 Mar 2017
Active One-shot Learning Mark P. Woodward Chelsea Finn VLM OffRL 8 130 0 21 Feb 2017
Deep Reinforcement Learning for Robotic Manipulation-The state of the art S. Amarjyoti 16 65 0 31 Jan 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,502 0 25 Jan 2017
Playing Doom with SLAM-Augmented Deep Reinforcement Learning Shehroze Bhatti Alban Desmaison O. Mikšík Nantas Nardelli N. Siddharth Philip H. S. Torr OffRL 27 69 0 01 Dec 2016
Nonparametric General Reinforcement Learning Jan Leike OffRL 27 26 0 28 Nov 2016
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning Haoran Tang Rein Houthooft Davis Foote Adam Stooke Xi Chen Yan Duan John Schulman F. Turck Pieter Abbeel OffRL 26 758 0 15 Nov 2016
Learning to Act by Predicting the Future Alexey Dosovitskiy V. Koltun 27 280 0 06 Nov 2016