Deep Reinforcement Learning: An Overview

25 January 2017

Papers citing "Deep Reinforcement Learning: An Overview"

50 / 418 papers shown

Title
Learning to infer: RL-based search for DNN primitive selection on Heterogeneous Embedded Systems Miguel de Prado Nuria Pazos Luca Benini 29 12 0 18 Nov 2018
Deep Q learning for fooling neural networks Mandar M. Kulkarni 11 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 12 84 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 18 72 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 14 4 0 05 Nov 2018
Stability-certified reinforcement learning: A control-theoretic perspective Ming Jin Javad Lavaei 15 85 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 23 1,422 0 18 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 23 144 0 15 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 19 549 0 12 Oct 2018
The Dreaming Variational Autoencoder for Reinforcement Learning Environments Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo DRL 17 17 0 02 Oct 2018
AlphaSeq: Sequence Discovery with Deep Reinforcement Learning Yulin Shao Soung Chang Liew Taotao Wang AI4TS 11 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 11 429 0 24 Sep 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 32 668 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 14 55 0 10 Sep 2018
Adversarial Deep Reinforcement Learning in Portfolio Management Zhipeng Liang Hao Chen Junhao Zhu Kangkang Jiang Yanran Li 11 33 0 29 Aug 2018
A Novel Deep Neural Network Architecture for Mars Visual Navigation Jiang Zhang Yuanqing Xia Ganghui Shen 9 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 16 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 8 46 0 15 Aug 2018
Policy Optimization as Wasserstein Gradient Flows Ruiyi Zhang Changyou Chen Chunyuan Li Lawrence Carin 9 66 0 09 Aug 2018
Deep Reinforcement One-Shot Learning for Artificially Intelligent Classification Systems A. Puzanov Kobi Cohen VLM 11 19 0 04 Aug 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 8 116 0 21 Jul 2018
Financial Trading as a Game: A Deep Reinforcement Learning Approach Chien-Yi Huang AIFin 11 71 0 08 Jul 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 14 208 0 24 May 2018
Spark-MPI: Approaching the Fifth Paradigm of Cognitive Applications N. Malitsky R. Castain Matt Cowan 23 6 0 16 May 2018
Machine Learning in Compiler Optimisation Zheng Wang Michael F. P. O'Boyle VLM 9 77 0 09 May 2018
Towards Symbolic Reinforcement Learning with Common Sense Artur Garcez Aimore Dutra E. Alonso OffRL 10 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 14 110 0 17 Apr 2018
Feature-Based Aggregation and Deep Reinforcement Learning: A Survey and Some New Implementations Dimitri Bertsekas OffRL 17 130 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 17 20 0 10 Apr 2018
Optimizing Sponsored Search Ranking Strategy by Deep Reinforcement Learning Li He Liang Wang Kaipeng Liu Bo Wu Weinan Zhang 10 7 0 20 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 14 1,303 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 15 873 0 03 Mar 2018
Model-Based Stochastic Search for Large Scale Optimization of Multi-Agent UAV Swarms David D. Fan Evangelos Theodorou J. Reeder 13 14 0 03 Mar 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 22 701 0 26 Feb 2018
Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari P. Chrabaszcz I. Loshchilov Frank Hutter 11 99 0 24 Feb 2018
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents K. Zhang Zhuoran Yang Han Liu Tong Zhang Tamer Basar 18 581 0 23 Feb 2018
Bridging Cognitive Programs and Machine Learning Amir Rosenfeld John K. Tsotsos HAI 20 1 0 16 Feb 2018
Deep Reinforcement Learning using Capsules in Advanced Game Environments Per-Arne Andersen 8 16 0 29 Jan 2018
FlashRL: A Reinforcement Learning Platform for Flash Games Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo VLM 21 2 0 26 Jan 2018
Multi-timescale memory dynamics in a reinforcement learning network with attention-gated memory M. Martinolli W. Gerstner Aditya Gilra CLL 21 5 0 28 Dec 2017
Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning Xiangyu Kong Bo Xin Fangchen Liu Yizhou Wang 11 44 0 20 Dec 2017
Building machines that adapt and compute like brains Brenden Lake J. Tenenbaum AI4CE FedML NAI AILaw 243 890 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 17 640 0 10 Nov 2017
Map-based Multi-Policy Reinforcement Learning: Enhancing Adaptability of Robots by Deep Reinforcement Learning A. Kume Eiichi Matsumoto K. Takahashi W. Ko Jethro Tan 27 11 0 17 Oct 2017
Recurrent Deterministic Policy Gradient Method for Bipedal Locomotion on Rough Terrain Challenge Doo Re Song Chuanyu Yang C. McGreavy Zhibin Li 16 29 0 08 Oct 2017
Avoidance of Manual Labeling in Robotic Autonomous Navigation Through Multi-Sensory Semi-Supervised Learning Junhong Xu Shangyue Zhu Hanqing Guo Shaoen Wu SSL 16 3 0 22 Sep 2017
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization Giorgio Stampa M. Arias David Sánchez-Charles V. Muntés-Mulero A. Cabellos-Aparicio 22 170 0 20 Sep 2017
Models and Framework for Adversarial Attacks on Complex Adaptive Systems Vahid Behzadan Arslan Munir AAML 24 4 0 13 Sep 2017
Deep Learning for Video Game Playing Niels Justesen Philip Bontrager Julian Togelius S. Risi VLM 24 206 0 25 Aug 2017
A Deep Q-Network for the Beer Game: A Deep Reinforcement Learning algorithm to Solve Inventory Optimization Problems Afshin Oroojlooyjadid M. Nazari L. Snyder Martin Takáč 13 38 0 20 Aug 2017