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Deep Reinforcement Learning: An Overview

25 January 2017

Papers citing "Deep Reinforcement Learning: An Overview"

50 / 417 papers shown

Title
Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving Meixin Zhu Yinhai Wang Ziyuan Pu Jingyun Hu X. Wang Ruimin Ke 89 335 0 29 Jan 2019
Improving Coordination in Small-Scale Multi-Agent Deep Reinforcement Learning through Memory-driven Communication E. Pesce Giovanni Montana 76 72 0 12 Jan 2019
Human-Like Autonomous Car-Following Model with Deep Reinforcement Learning Meixin Zhu X. Wang Yinhai Wang 84 411 0 03 Jan 2019
Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications Thanh Thi Nguyen Ngoc Duy Nguyen S. Nahavandi 136 794 0 31 Dec 2018
AME Blockchain: An Architecture Design for Closed-Loop Fluid Economy Token System Lanny Z. N. Yuan Huaibing Jian Peng Liu Pengxin Zhu ShanYang Fu 23 0 0 18 Dec 2018
Deep neural networks algorithms for stochastic control problems on finite horizon: convergence analysis Côme Huré H. Pham Achref Bachouch N. Langrené 69 67 0 11 Dec 2018
Distilling Information from a Flood: A Possibility for the Use of Meta-Analysis and Systematic Review in Machine Learning Research Peter Henderson Emma Brunskill AI4CE 60 3 0 03 Dec 2018
AsyncQVI: Asynchronous-Parallel Q-Value Iteration for Discounted Markov Decision Processes with Near-Optimal Sample Complexity Yibo Zeng Fei Feng W. Yin 56 3 0 03 Dec 2018
A Study on Dialogue Reward Prediction for Open-Ended Conversational Agents Heriberto Cuayáhuitl Seonghan Ryu Donghyeon Lee J. Kim 62 6 0 02 Dec 2018
Using Monte Carlo Tree Search as a Demonstrator within Asynchronous Deep RL Bilal Kartal Pablo Hernandez-Leal Matthew E. Taylor OffRL 122 9 0 30 Nov 2018
Distributed traffic light control at uncoupled intersections with real-world topology by deep reinforcement learning Mark Schutera Niklas Goby S. Smolarek Markus Reischl 30 7 0 27 Nov 2018
A Novel Learning-based Global Path Planning Algorithm for Planetary Rovers Jiang Zhang Yuanqing Xia Ganghui Shen 36 36 0 23 Nov 2018
Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems Miguel de Prado Nuria Pazos Luca Benini 63 12 0 18 Nov 2018
Deep Q learning for fooling neural networks Mandar M. Kulkarni 39 0 0 13 Nov 2018
Modelling the Dynamic Joint Policy of Teammates with Attention Multi-agent DDPG Hangyu Mao Zhengchao Zhang Zhen Xiao Zhibo Gong 77 85 0 13 Nov 2018
Distributed Cooperative Spectrum Sharing in UAV Networks Using Multi-Agent Reinforcement Learning Alireza Shamsoshoara M. Khaledi Fatemeh Afghah Abolfazl Razi Jonathan D. Ashdown 73 74 0 13 Nov 2018
Combining Subgoal Graphs with Reinforcement Learning to Build a Rational Pathfinder Junjie Zeng C. Alberti Yue Hu Cong Hu Quanjun Yin 26 4 0 05 Nov 2018
Stability-certified reinforcement learning: A control-theoretic perspective Ming Jin Javad Lavaei 57 87 0 26 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 92 1,445 0 18 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 194 144 0 15 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
The Dreaming Variational Autoencoder for Reinforcement Learning Environments Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo DRL 41 17 0 02 Oct 2018
AlphaSeq: Sequence Discovery with Deep Reinforcement Learning Yulin Shao Soung Chang Liew Taotao Wang AI4TS 35 14 0 26 Sep 2018
Application of Machine Learning in Wireless Networks: Key Techniques and Open Issues Yaohua Sun M. Peng Yangcheng Zhou Yuzhe Huang S. Mao 87 436 0 24 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 169 677 0 21 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 58 56 0 10 Sep 2018
Adversarial Deep Reinforcement Learning in Portfolio Management Zhipeng Liang Hao Chen Junhao Zhu Kangkang Jiang Yanran Li 79 33 0 29 Aug 2018
A Novel Deep Neural Network Architecture for Mars Visual Navigation Jiang Zhang Yuanqing Xia Ganghui Shen 34 6 0 25 Aug 2018
LIFT: Reinforcement Learning in Computer Systems by Learning From Demonstrations Michael Schaarschmidt A. Kuhnle Ben Ellis Kai Fricke Felix Gessert Eiko Yoneki OffRL 53 41 0 23 Aug 2018
Deep RTS: A Game Environment for Deep Reinforcement Learning in Real-Time Strategy Games Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo VLM AI4CE 56 46 0 15 Aug 2018
Policy Optimization as Wasserstein Gradient Flows Ruiyi Zhang Changyou Chen Chunyuan Li Lawrence Carin 83 68 0 09 Aug 2018
Deep Reinforcement One-Shot Learning for Artificially Intelligent Classification Systems A. Puzanov Kobi Cohen VLM 43 19 0 04 Aug 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 104 117 0 21 Jul 2018
Financial Trading as a Game: A Deep Reinforcement Learning Approach Chien-Yi Huang AIFin 81 72 0 08 Jul 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 92 211 0 24 May 2018
Spark-MPI: Approaching the Fifth Paradigm of Cognitive Applications N. Malitsky R. Castain Matt Cowan 60 7 0 16 May 2018
Machine Learning in Compiler Optimisation Zheng Wang Michael F. P. O'Boyle VLM 67 77 0 09 May 2018
Towards Symbolic Reinforcement Learning with Common Sense Artur Garcez Aimore Dutra E. Alonso OffRL 54 29 0 23 Apr 2018
Rafiki: Machine Learning as an Analytics Service System Wei Wang Sheng Wang Jinyang Gao Meihui Zhang Gang Chen Teck Khim Ng Beng Chin Ooi 105 113 0 17 Apr 2018
Feature-Based Aggregation and Deep Reinforcement Learning: A Survey and Some New Implementations Dimitri Bertsekas OffRL 81 131 0 12 Apr 2018
A clustering-based reinforcement learning approach for tailored personalization of e-Health interventions Ali el Hassouni Mark Hoogendoorn M. V. Otterlo A. E. Eiben Vesa Muhonen E. Barbaro OffRL 36 20 0 10 Apr 2018
Optimizing Sponsored Search Ranking Strategy by Deep Reinforcement Learning Li He Liang Wang Kaipeng Liu Bo Wu Weinan Zhang 41 7 0 20 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 134 1,320 0 12 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 133 882 0 03 Mar 2018
Model-Based Stochastic Search for Large Scale Optimization of Multi-Agent UAV Swarms David D. Fan Evangelos Theodorou J. Reeder 53 14 0 03 Mar 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 85 711 0 26 Feb 2018
Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari P. Chrabaszcz I. Loshchilov Frank Hutter 83 100 0 24 Feb 2018
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents Kai Zhang Zhuoran Yang Han Liu Tong Zhang Tamer Basar 140 592 0 23 Feb 2018
Bridging Cognitive Programs and Machine Learning Amir Rosenfeld John K. Tsotsos HAI 61 1 0 16 Feb 2018
Deep Reinforcement Learning using Capsules in Advanced Game Environments Per-Arne Andersen 68 16 0 29 Jan 2018