A Brief Survey of Deep Reinforcement Learning

19 August 2017

Anil Anthony Bharath

Papers citing "A Brief Survey of Deep Reinforcement Learning"

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Title
Viewpoint Optimization for Autonomous Strawberry Harvesting with Deep Reinforcement Learning Jonathon Sather Xiaozheng Jane Zhang OffRL 6 3 0 05 Mar 2019
Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks A. Sadeghi G. Wang G. Giannakis 17 6 0 27 Feb 2019
Deep Reinforcement Learning Based High-level Driving Behavior Decision-making Model in Heterogeneous Traffic Zhengwei Bai B. Cai Shangguan Wei Linguo Chai 18 31 0 15 Feb 2019
Trading-off Accuracy and Energy of Deep Inference on Embedded Systems: A Co-Design Approach Nitthilan Kanappan Jayakodi Anwesha Chatterjee Wonje Choi J. Doppa P. Pande 16 27 0 29 Jan 2019
A Theoretical Analysis of Deep Q-Learning Jianqing Fan Zhuoran Yang Yuchen Xie Zhaoran Wang 23 595 0 01 Jan 2019
Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications Thanh Thi Nguyen Ngoc Duy Nguyen S. Nahavandi 27 774 0 31 Dec 2018
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching Chen Qu Feng Ji Minghui Qiu Liu Yang Zhiyu Min Haiqing Chen Jun Huang W. Bruce Croft 19 39 0 30 Dec 2018
A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search Yesmina Jaâfra J. Laurent A. Deruyver M. Naceur OOD 11 14 0 17 Dec 2018
Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A Deep Reinforcement Learning Approach Zhao Chen Xiaodong Wang 11 153 0 16 Dec 2018
ADARES: Adaptive Resource Management for Virtual Machines Ignacio Cano Lequn Chen Pedro Fonseca Tianqi Chen Chern Cheah Karan Gupta Ramesh Chandra Arvind Krishnamurthy 11 3 0 05 Dec 2018
Using Monte Carlo Tree Search as a Demonstrator within Asynchronous Deep RL Bilal Kartal Pablo Hernandez-Leal Matthew E. Taylor OffRL 33 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 16 7 0 27 Nov 2018
Strong mixed-integer programming formulations for trained neural networks Ross Anderson Joey Huchette Christian Tjandraatmadja J. Vielma 19 251 0 20 Nov 2018
Coordinating Disaster Emergency Response with Heuristic Reinforcement Learning L. Nguyen Zhou Yang Jiazhen Zhu Jia Ming Li Fang Jin 16 21 0 12 Nov 2018
Assessing Generalization in Deep Reinforcement Learning Charles Packer Katelyn Gao Jernej Kos Philipp Krahenbuhl V. Koltun D. Song OffRL 18 233 0 29 Oct 2018
Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning Yuankai Wu Huachun Tan B. Ran AI4CE 24 17 0 25 Oct 2018
The Faults in Our Pi Stars: Security Issues and Open Challenges in Deep Reinforcement Learning Vahid Behzadan Arslan Munir 11 27 0 23 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 43 550 0 12 Oct 2018
A Distributed Reinforcement Learning Solution With Knowledge Transfer Capability for A Bike Rebalancing Problem Ian Xiao 4 7 0 09 Oct 2018
The Dreaming Variational Autoencoder for Reinforcement Learning Environments Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo DRL 22 17 0 02 Oct 2018
VPE: Variational Policy Embedding for Transfer Reinforcement Learning Isac Arnekvist Danica Kragic J. A. Stork OffRL 25 37 0 10 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 32 41 0 23 Aug 2018
Video-to-Video Synthesis Ting-Chun Wang Ming Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 18 985 0 20 Aug 2018
Neural Networks Regularization Through Representation Learning Soufiane Belharbi OOD SSL 30 2 0 13 Jul 2018
Task-Relevant Object Discovery and Categorization for Playing First-person Shooter Games Junchi Liang Abdeslam Boularias 11 2 0 17 Jun 2018
Learning an Approximate Model Predictive Controller with Guarantees Michael Hertneck Johannes Köhler Sebastian Trimpe Frank Allgöwer 29 220 0 11 Jun 2018
Adversarial Reinforcement Learning Framework for Benchmarking Collision Avoidance Mechanisms in Autonomous Vehicles Vahid Behzadan Arslan Munir AAML 27 50 0 04 Jun 2018
Revisiting Small Batch Training for Deep Neural Networks Dominic Masters Carlo Luschi ODL 37 661 0 20 Apr 2018
An Adaptive Clipping Approach for Proximal Policy Optimization Gang Chen Yiming Peng Mengjie Zhang 14 22 0 17 Apr 2018
Correlated discrete data generation using adversarial training Shreyas Patel A. Kakadiya Maitrey Mehta Raj Derasari Rahul Patel Ratnik Gandhi GAN 30 19 0 03 Apr 2018
World Models David R Ha Jürgen Schmidhuber SyDa 30 1,027 0 27 Mar 2018
Artificial Intelligence Enabled Software Defined Networking: A Comprehensive Overview Majd Latah Levent Toker AI4CE 32 98 0 19 Mar 2018
Policy Search in Continuous Action Domains: an Overview Olivier Sigaud F. Stulp 16 72 0 13 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 45 1,304 0 12 Mar 2018
Deep Reinforcement Learning for Join Order Enumeration Ryan Marcus Olga Papaemmanouil 27 230 0 28 Feb 2018
The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation Miles Brundage S. Avin Jack Clark H. Toner P. Eckersley ... Owain Evans Michael Page Joanna J. Bryson Roman V. Yampolskiy Dario Amodei 20 693 0 20 Feb 2018
Machine Learning Methods for Data Association in Multi-Object Tracking Patrick Emami P. Pardalos L. Elefteriadou Sanjay Ranka VOT 27 40 0 19 Feb 2018
Efficient Collaborative Multi-Agent Deep Reinforcement Learning for Large-Scale Fleet Management Kaixiang Lin Renyu Zhao Zhe Xu Jiayu Zhou 12 8 0 18 Feb 2018
The Case for Automatic Database Administration using Deep Reinforcement Learning A. Sharma F. Schuhknecht J. Dittrich 11 62 0 17 Jan 2018
Faster Deep Q-learning using Neural Episodic Control Daichi Nishio S. Yamane OffRL 31 10 0 06 Jan 2018
Finding Competitive Network Architectures Within a Day Using UCT Martin Wistuba 21 22 0 20 Dec 2017
Data-driven Planning via Imitation Learning Sanjiban Choudhury M. Bhardwaj S. Arora Ashish Kapoor G. Ranade Sebastian Scherer Debadeepta Dey 41 80 0 17 Nov 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 32 171 0 20 Sep 2017
Deep Learning for Video Game Playing Niels Justesen Philip Bontrager Julian Togelius S. Risi VLM 24 206 0 25 Aug 2017
Emergence of Locomotion Behaviours in Rich Environments N. Heess TB Dhruva S. Sriram Jay Lemmon J. Merel ... Tom Erez Ziyun Wang S. M. Ali Eslami Martin Riedmiller David Silver 143 928 0 07 Jul 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,330 0 05 Nov 2016