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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
RLAS-BIABC: A Reinforcement Learning-Based Answer Selection Using the BERT Model Boosted by an Improved ABC Algorithm Hamid Gharagozlou J. Mohammadzadeh A. Bastanfard S. S. Ghidary 48 35 0 07 Jan 2023
DRL-GAN: A Hybrid Approach for Binary and Multiclass Network Intrusion Detection Caroline Strickland Chandrika Saha Muhammad Zakar Sareh Nejad Noshin Tasnim D. Lizotte Anwar Haque 64 10 0 05 Jan 2023
Deep Spectral Q-learning with Application to Mobile Health Yuhe Gao C. Shi R. Song 75 0 0 03 Jan 2023
New Challenges in Reinforcement Learning: A Survey of Security and Privacy Yunjiao Lei Dayong Ye Sheng Shen Yulei Sui Tianqing Zhu Wanlei Zhou 133 20 0 31 Dec 2022
A Mapping of Assurance Techniques for Learning Enabled Autonomous Systems to the Systems Engineering Lifecycle Christian Ellis Maggie B. Wigness L. Fiondella 67 1 0 30 Dec 2022
Function Approximation for Solving Stackelberg Equilibrium in Large Perfect Information Games Chun Kai Ling J. Zico Kolter Fei Fang 60 0 0 29 Dec 2022
Discovering Efficient Periodic Behaviours in Mechanical Systems via Neural Approximators Yannik P. Wotte Sven Dummer N. Botteghi C. Brune Stefano Stramigioli Federico Califano 78 6 0 29 Dec 2022
Investigation of reinforcement learning for shape optimization of profile extrusion dies C. Fricke D. Wolff Marco Kemmerling S. Elgeti OffRL 16 5 0 23 Dec 2022
Robust Path Selection in Software-defined WANs using Deep Reinforcement Learning Shahrooz Pouryousef Lixin Gao Don Towsley 42 1 0 21 Dec 2022
A Memetic Algorithm with Reinforcement Learning for Sociotechnical Production Scheduling Felix Grumbach Nour Eldin Alaa Badr Pascal Reusch Sebastian Trojahn 18 8 0 21 Dec 2022
Cascaded Compositional Residual Learning for Complex Interactive Behaviors K. N. Kumar Irfan Essa Sehoon Ha 82 14 0 17 Dec 2022
Reinforcement Learning for Agile Active Target Sensing with a UAV Harshi Goel Laura Jarin-Lipschitz S. Agarwal Sandeep Manjanna Vijay Kumar 54 1 0 16 Dec 2022
Optimal Planning of Hybrid Energy Storage Systems using Curtailed Renewable Energy through Deep Reinforcement Learning Dongju Kang Doeun Kang Sumin Hwangbo Haider Niaz Won Bo Lee J. J. Liu Jonggeol Na 34 32 0 12 Dec 2022
Design and Planning of Flexible Mobile Micro-Grids Using Deep Reinforcement Learning Cesare Caputo Michel-Alexandre Cardin Pudong Ge Fei Teng A. Korre Ehecatl Antonio del Rio Chanona 39 18 0 08 Dec 2022
DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning Tingting Yuan Hwei-Ming Chung Jie Yuan Xiaoming Fu 84 14 0 03 Dec 2022
Distributed Deep Reinforcement Learning: A Survey and A Multi-Player Multi-Agent Learning Toolbox Qiyue Yin Tongtong Yu S. Shen Jun Yang Meijing Zhao Kaiqi Huang Bin Liang Liangsheng Wang OffRL 74 13 0 01 Dec 2022
Data-driven Science and Machine Learning Methods in Laser-Plasma Physics Andreas Döpp C. Eberle S. Howard F. Irshad Jinpu Lin M. Streeter AI4CE 83 72 0 30 Nov 2022
Edge Video Analytics: A Survey on Applications, Systems and Enabling Techniques Renjie Xu S. Razavi Rong Zheng 114 21 0 28 Nov 2022
A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource Yue Liu Jun Xia Sihang Zhou Xihong Yang K. Liang Chenchen Fan Zhuang Yan Stan Z. Li Xinwang Liu Kunlun He OOD 111 19 0 23 Nov 2022
Proactive Resilient Transmission and Scheduling Mechanisms for mmWave Networks M. Dogan Martina Cardone Christina Fragouli 28 3 0 17 Nov 2022
Deep Reinforcement Learning with Vector Quantized Encoding Liang Zhang Justin Lieffers A. Pyarelal OffRL 58 2 0 12 Nov 2022
A Survey on Quantum Reinforcement Learning Nico Meyer Christian Ufrecht Maniraman Periyasamy Daniel D. Scherer Axel Plinge Christopher Mutschler AI4CE LRM 108 62 0 07 Nov 2022
Mixline: A Hybrid Reinforcement Learning Framework for Long-horizon Bimanual Coffee Stirring Task Zheng Sun Zhiqi Wang Junjia Liu Miao Li Fei Chen 58 4 0 04 Nov 2022
Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled Systems Fitash Ul Haq Donghwan Shin Lionel C. Briand OffRL 88 41 0 27 Oct 2022
A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications Can Li Lei Bai L. Yao S. Waller Wei Liu 81 16 0 26 Oct 2022
Machine and Deep Learning for IoT Security and Privacy: Applications, Challenges, and Future Directions Subrato Bharati Prajoy Podder 90 39 0 24 Oct 2022
Empirical analysis of PGA-MAP-Elites for Neuroevolution in Uncertain Domains Manon Flageat Félix Chalumeau Antoine Cully 82 26 0 24 Oct 2022
LQGNet: Hybrid Model-Based and Data-Driven Linear Quadratic Stochastic Control Solomon Goldgraber Casspi O. Husser Guy Revach Nir Shlezinger 87 3 0 23 Oct 2022
Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities Jasmina Gajcin Ivana Dusparic CML OffRL 113 11 0 21 Oct 2022
Emerging Threats in Deep Learning-Based Autonomous Driving: A Comprehensive Survey Huiyun Cao Wenlong Zou Yinkun Wang Ting Song Mengjun Liu AAML 98 6 0 19 Oct 2022
Survey of Deep Learning for Autonomous Surface Vehicles in the Marine Environment Yuanyuan Qiao Jiaxin Yin Wei Wang Fábio Duarte Jie Yang C. Ratti 124 81 0 16 Oct 2022
Decentralized Coverage Path Planning with Reinforcement Learning and Dual Guidance Yongkai Liu Jiawei Hu Wei Dong 18 2 0 14 Oct 2022
A Multi-Agent Approach for Adaptive Finger Cooperation in Learning-based In-Hand Manipulation Lingfeng Tao Jiucai Zhang Michael Bowman Xiaoli Zhang 67 6 0 11 Oct 2022
Movement Analytics: Current Status, Application to Manufacturing, and Future Prospects from an AI Perspective Peter Baumgartner Daniel V. Smith Mashud Rana Reena Kapoor Elena Tartaglia A. Schutt Ashfaqur Rahman John Taylor S. Dunstall 71 4 0 04 Oct 2022
Interpretable Option Discovery using Deep Q-Learning and Variational Autoencoders Per-Arne Andersen Ole-Christoffer Granmo Morten Goodwin OOD 56 0 0 03 Oct 2022
Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient Ming Yin Mengdi Wang Yu Wang OffRL 141 12 0 03 Oct 2022
Online Weighted Q-Ensembles for Reduced Hyperparameter Tuning in Reinforcement Learning R. G. Oliveira W. Caarls OffRL 53 0 0 29 Sep 2022
Deep Reinforcement Learning for Adaptive Mesh Refinement C. Foucart A. Charous Pierre FJ Lermusiaux AI4CE 81 23 0 25 Sep 2022
Learning Dexterous Manipulation from Exemplar Object Trajectories and Pre-Grasps Sudeep Dasari Abhi Gupta Vikash Kumar 111 43 0 22 Sep 2022
RAMP-Net: A Robust Adaptive MPC for Quadrotors via Physics-informed Neural Network Sourav Sanyal Kaushik Roy PINN 109 23 0 19 Sep 2022
Evolutionary Deep Reinforcement Learning Using Elite Buffer: A Novel Approach Towards DRL Combined with EA in Continuous Control Tasks Marzie Esmaeeli H. Malek 66 2 0 18 Sep 2022
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control Kai Cui Mengguang Li Christian Fabian Heinz Koeppl AI4CE 110 5 0 15 Sep 2022
A Learning-Based Trajectory Planning of Multiple UAVs for AoI Minimization in IoT Networks Eslam Eldeeb D. Pérez J. Sant’Ana M. Shehab N. H. Mahmood Hirley Alves Matti Latva-aho 114 12 0 13 Sep 2022
A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning Kai Cui Anam Tahir Gizem Ekinci Ahmed Elshamanhory Yannick Eich Mengguang Li Heinz Koeppl AI4CE 166 15 0 08 Sep 2022
Deep Anomaly Detection and Search via Reinforcement Learning Chao Chen Dawei Wang Feng Mao Zongzhang Zhang Yang Yu 50 0 0 31 Aug 2022
A further exploration of deep Multi-Agent Reinforcement Learning with Hybrid Action Space Hongzhi Hua Guixuan Wen Kaigui Wu 34 1 0 30 Aug 2022
Deep Kernel Learning of Dynamical Models from High-Dimensional Noisy Data N. Botteghi Mengwu Guo C. Brune 109 11 0 27 Aug 2022
Unsupervised Representation Learning in Deep Reinforcement Learning: A Review N. Botteghi M. Poel C. Brune SSL OffRL 101 13 0 27 Aug 2022
Intelligent problem-solving as integrated hierarchical reinforcement learning Manfred Eppe Christian Gumbsch Matthias Kerzel Phuong D. H. Nguyen Martin Volker Butz S. Wermter 94 78 0 18 Aug 2022
Continual Reinforcement Learning with TELLA Neil Fendley Cash Costello Eric Q. Nguyen Gino Perrotta Corey Lowman CLL 58 2 0 08 Aug 2022