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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
A Survey of Learning on Small Data: Generalization, Optimization, and Challenge Xiaofeng Cao Weixin Bu Sheng-Jun Huang Minling Zhang Ivor W. Tsang Yew-Soon Ong James T. Kwok 99 1 0 29 Jul 2022
Driver Dojo: A Benchmark for Generalizable Reinforcement Learning for Autonomous Driving Sebastian Rietsch S. Huang G. Kontes Axel Plinge Christopher Mutschler OOD OffRL 78 5 0 23 Jul 2022
Robust Knowledge Adaptation for Dynamic Graph Neural Networks Han Li Changsheng Li Kaituo Feng Ye Yuan Guoren Wang H. Zha 85 14 0 22 Jul 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 99 28 0 19 Jul 2022
A Deep Reinforcement Learning Approach for Finding Non-Exploitable Strategies in Two-Player Atari Games Zihan Ding DiJia Su Qinghua Liu Chi Jin 73 3 0 18 Jul 2022
Scaling up ML-based Black-box Planning with Partial STRIPS Models M. Greco Álvaro Torralba Jorge A. Baier Héctor Palacios OffRL 27 0 0 10 Jul 2022
A Deep Model for Partial Multi-Label Image Classification with Curriculum Based Disambiguation Feng Sun Ming-Kun Xie Sheng-Jun Huang 51 7 0 06 Jul 2022
Tackling Real-World Autonomous Driving using Deep Reinforcement Learning Paolo Maramotti Alessandro Paolo Capasso Giulio Bacchiani A. Broggi 60 11 0 05 Jul 2022
Action-modulated midbrain dopamine activity arises from distributed control policies Jack W Lindsey Ashok Litwin-Kumar MLAU 51 12 0 01 Jul 2022
A Survey on Active Simultaneous Localization and Mapping: State of the Art and New Frontiers Julio A. Placed Jared Strader Henry Carrillo Nikolay Atanasov Vadim Indelman Luca Carlone J. A. Castellanos 132 191 0 01 Jul 2022
Traffic Management of Autonomous Vehicles using Policy Based Deep Reinforcement Learning and Intelligent Routing Anum Mushtaq I. Haq M. A. Sarwar Asifullah Khan Omair Shafiq 24 4 0 28 Jun 2022
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning S. Savazzi V. Rampa Sanaz Kianoush M. Bennis 69 46 0 21 Jun 2022
Review Neural Networks about Image Transformation Based on IGC Learning Framework with Annotated Information Yuanjie Yan Suorong Yang Yan Wang Jian Zhao S. Furao 57 0 0 21 Jun 2022
Reinforcement Learning for Economic Policy: A New Frontier? C. Tilbury OffRL 82 3 0 16 Jun 2022
FreeKD: Free-direction Knowledge Distillation for Graph Neural Networks Kaituo Feng Changsheng Li Ye Yuan Guoren Wang 107 35 0 14 Jun 2022
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm Qinbo Bai Amrit Singh Bedi Vaneet Aggarwal 100 24 0 12 Jun 2022
Deep Multi-Agent Reinforcement Learning with Hybrid Action Spaces based on Maximum Entropy Hongzhi Hua Kaigui Wu Guixuan Wen 33 0 0 10 Jun 2022
Dap-FL: Federated Learning flourishes by adaptive tuning and secure aggregation Qian Chen Zilong Wang Jiawei Chen Haonan Yan Xiaodong Lin FedML 53 17 0 08 Jun 2022
Deep Reinforcement Learning for Cybersecurity Threat Detection and Protection: A Review Mohit Sewak S. K. Sahay Hemant Rathore AAML 51 27 0 06 Jun 2022
Neuro-Nav: A Library for Neurally-Plausible Reinforcement Learning Arthur Juliani Samuel A. Barnett Brandon Davis Margaret E. Sereno Ida Momennejad OffRL 65 10 0 06 Jun 2022
Learning Generalized Wireless MAC Communication Protocols via Abstraction Luciano Miuccio Salvatore Riolo S. Samarakoon D. Panno M. Bennis 58 17 0 06 Jun 2022
Optimizing Objective Functions from Trained ReLU Neural Networks via Sampling Georgia Perakis Asterios Tsiourvas 67 11 0 27 May 2022
Meta Policy Learning for Cold-Start Conversational Recommendation Zhendong Chu Hongning Wang Yun Xiao Bo Long Lingfei Wu OffRL 96 35 0 24 May 2022
Improving Short Text Classification With Augmented Data Using GPT-3 Salvador Balkus Donghui Yan 61 37 0 23 May 2022
Modeling Human Behavior Part I -- Learning and Belief Approaches Andrew Fuchs A. Passarella M. Conti 83 7 0 13 May 2022
VesNet-RL: Simulation-based Reinforcement Learning for Real-World US Probe Navigation Yuanwei Bi Zhongliang Jiang Yuan Gao T. Wendler A. Karlas Nassir Navab 48 35 0 10 May 2022
Disturbance-Injected Robust Imitation Learning with Task Achievement Hirotaka Tahara Hikaru Sasaki Hanbit Oh B. Michael Takamitsu Matsubara 85 9 0 09 May 2022
Diverse Imitation Learning via Self-Organizing Generative Models Arash Vahabpour Tianyi Wang Qiujing Lu Omead Brandon Pooladzandi V. Roychowdhury SSL 80 1 0 06 May 2022
Using Deep Reinforcement Learning to solve Optimal Power Flow problem with generator failures Muhammad Awais 36 0 0 04 May 2022
Exploration in Deep Reinforcement Learning: A Survey Pawel Ladosz Lilian Weng Minwoo Kim H. Oh OffRL 97 365 0 02 May 2022
HyperNCA: Growing Developmental Networks with Neural Cellular Automata Elias Najarro Shyam Sudhakaran Claire Glanois S. Risi 90 16 0 25 Apr 2022
Deep Reinforcement Learning Using a Low-Dimensional Observation Filter for Visual Complex Video Game Playing V. A. Kich J. C. Jesus Ricardo B. Grando A. H. Kolling Gabriel V. Heisler R. S. Guerra OffRL 37 2 0 24 Apr 2022
Adaptive Online Value Function Approximation with Wavelets Michael Beukman Michael Mitchley Dean S. Wookey Steven D. James George Konidaris 49 1 0 22 Apr 2022
Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning Qiuhao Chen Yuxuan Du Qi Zhao Yuliang Jiao Xiliang Lu Xingyao Wu 59 13 0 14 Apr 2022
Reinforcement learning on graphs: A survey Mingshuo Nie Dongming Chen Dongqi Wang 110 51 0 13 Apr 2022
On Improving Cross-dataset Generalization of Deepfake Detectors Aakash Varma Nadimpalli A. Rattani CVBM 63 44 0 08 Apr 2022
Distributed Reinforcement Learning for Robot Teams: A Review Yutong Wang Mehul Damani Pamela Wang Yuhong Cao Guillaume Sartoretti 118 22 0 07 Apr 2022
Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval A. Bhunia Subhadeep Koley Abdullah Faiz Ur Rahman Khilji Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song AAML 80 44 0 28 Mar 2022
Deep reinforcement learning guided graph neural networks for brain network analysis Xusheng Zhao Hongzhi Zhang Hao Peng Amin Beheshti Jessica J. M. Monaghan ... Mark Dras Qiong Dai Yangyang Li Philip S. Yu Lifang He GNN 107 47 0 18 Mar 2022
GAC: A Deep Reinforcement Learning Model Toward User Incentivization in Unknown Social Networks Shiqing Wu Weihua Li Quan-wei Bai GNN 63 11 0 17 Mar 2022
A Survey on Offline Reinforcement Learning: Taxonomy, Review, and Open Problems Rafael Figueiredo Prudencio Marcos R. O. A. Máximo Esther Luna Colombini OffRL 111 244 0 02 Mar 2022
Efficient Task Allocation in Smart Warehouses with Multi-delivery Stations and Heterogeneous Robots George S. Oliveira J. Röning P. Plentz J. Carvalho 21 7 0 28 Feb 2022
Multi-fidelity reinforcement learning framework for shape optimization Sahil Bhola Suraj Pawar Prasanna Balaprakash R. Maulik AI4CE 71 24 0 22 Feb 2022
A Comparative Study of Deep Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles Jingyi Xu Zirui Li Li Gao Junyi Ma Qi Liu Yanan Zhao 45 14 0 22 Feb 2022
Cooperative Artificial Intelligence T. Baumann 34 0 0 20 Feb 2022
Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning Xing Xu Rongpeng Li Zhifeng Zhao Honggang Zhang FedML 64 6 0 30 Jan 2022
Hyperparameter Tuning for Deep Reinforcement Learning Applications M. Kiran Melis Ozyildirim 141 22 0 26 Jan 2022
Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching Hanchen Wang Ying Zhang Lu Qin Wei Wang Weinan Zhang Xuemin Lin 67 18 0 25 Jan 2022
Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next S. Cuomo Vincenzo Schiano Di Cola F. Giampaolo G. Rozza Maizar Raissi F. Piccialli PINN 138 1,306 0 14 Jan 2022
Benchmarking Deep Reinforcement Learning Algorithms for Vision-based Robotics Swagat Kumar Hayden Sampson Ardhendu Behera 38 0 0 11 Jan 2022