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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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 11 4 0 28 Jun 2022
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning S. Savazzi V. Rampa Sanaz Kianoush M. Bennis 38 43 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 21 0 0 21 Jun 2022
Reinforcement Learning for Economic Policy: A New Frontier? C. Tilbury OffRL 10 3 0 16 Jun 2022
FreeKD: Free-direction Knowledge Distillation for Graph Neural Networks Kaituo Feng Changsheng Li Ye Yuan Guoren Wang 33 32 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 26 20 0 12 Jun 2022
Deep Multi-Agent Reinforcement Learning with Hybrid Action Spaces based on Maximum Entropy Hongzhi Hua Kaigui Wu Guixuan Wen 24 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 10 17 0 08 Jun 2022
Deep Reinforcement Learning for Cybersecurity Threat Detection and Protection: A Review Mohit Sewak S. K. Sahay Hemant Rathore AAML 19 23 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 13 9 0 06 Jun 2022
Learning Generalized Wireless MAC Communication Protocols via Abstraction Luciano Miuccio Salvatore Riolo S. Samarakoon D. Panno M. Bennis 24 17 0 06 Jun 2022
Optimizing Objective Functions from Trained ReLU Neural Networks via Sampling Georgia Perakis Asterios Tsiourvas 30 11 0 27 May 2022
Meta Policy Learning for Cold-Start Conversational Recommendation Zhendong Chu Hongning Wang Yun Xiao Bo Long Lingfei Wu OffRL 30 34 0 24 May 2022
Improving Short Text Classification With Augmented Data Using GPT-3 Salvador Balkus Donghui Yan 36 33 0 23 May 2022
Modeling Human Behavior Part I -- Learning and Belief Approaches Andrew Fuchs A. Passarella M. Conti 38 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 19 35 0 10 May 2022
Disturbance-Injected Robust Imitation Learning with Task Achievement Hirotaka Tahara Hikaru Sasaki Hanbit Oh B. Michael Takamitsu Matsubara 21 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 26 1 0 06 May 2022
Using Deep Reinforcement Learning to solve Optimal Power Flow problem with generator failures Muhammad Awais 11 0 0 04 May 2022
Exploration in Deep Reinforcement Learning: A Survey Pawel Ladosz Lilian Weng Minwoo Kim H. Oh OffRL 26 324 0 02 May 2022
HyperNCA: Growing Developmental Networks with Neural Cellular Automata Elias Najarro Shyam Sudhakaran Claire Glanois S. Risi 36 14 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 30 2 0 24 Apr 2022
Adaptive Online Value Function Approximation with Wavelets Michael Beukman Michael Mitchley Dean S. Wookey Steven D. James George Konidaris 13 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 23 12 0 14 Apr 2022
Reinforcement learning on graphs: A survey Mingshuo Nie Dongming Chen Dongqi Wang 49 45 0 13 Apr 2022
On Improving Cross-dataset Generalization of Deepfake Detectors Aakash Varma Nadimpalli A. Rattani CVBM 44 44 0 08 Apr 2022
Distributed Reinforcement Learning for Robot Teams: A Review Yutong Wang Mehul Damani Pamela Wang Yuhong Cao Guillaume Sartoretti 47 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 22 42 0 28 Mar 2022
Deep reinforcement learning guided graph neural networks for brain network analysis Xusheng Zhao Jia Wu Hao Peng Amin Beheshti Jessica J. M. Monaghan ... Mark Dras Qiong Dai Yangyang Li Philip S. Yu Lifang He GNN 30 44 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 32 9 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 26 222 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 6 7 0 28 Feb 2022
Multi-fidelity reinforcement learning framework for shape optimization Sahil Bhola Suraj Pawar Prasanna Balaprakash R. Maulik AI4CE 18 20 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 25 13 0 22 Feb 2022
Cooperative Artificial Intelligence T. Baumann 27 0 0 20 Feb 2022
Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning Xing Xu Rongpeng Li Zhifeng Zhao Honggang Zhang FedML 31 6 0 30 Jan 2022
Hyperparameter Tuning for Deep Reinforcement Learning Applications M. Kiran Melis Ozyildirim 40 22 0 26 Jan 2022
Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching Hanchen Wang Ying Zhang Lu Qin Wei Wang Wenbo Zhang Xuemin Lin 27 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 26 1,190 0 14 Jan 2022
Benchmarking Deep Reinforcement Learning Algorithms for Vision-based Robotics Swagat Kumar Hayden Sampson Ardhendu Behera 11 0 0 11 Jan 2022
Fusing Blockchain and AI with Metaverse: A Survey Qinglin Yang Yetong Zhao Huawei Huang Zehui Xiong Jiawen Kang Zibin Zheng 40 312 0 10 Jan 2022
3DPG: Distributed Deep Deterministic Policy Gradient Algorithms for Networked Multi-Agent Systems Adrian Redder Arunselvan Ramaswamy Holger Karl OffRL 19 2 0 03 Jan 2022
Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments A. Iyer Karan Grewal Akash Velu Lucas O. Souza Jérémy Forest Subutai Ahmad AI4CE 35 42 0 31 Dec 2021
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 37 48 0 31 Dec 2021
Aerial Base Station Positioning and Power Control for Securing Communications: A Deep Q-Network Approach Aly Sabri Abdalla Ali Behfarnia Vuk Marojevic 19 7 0 21 Dec 2021
Safe multi-agent deep reinforcement learning for joint bidding and maintenance scheduling of generation units Pegah Rokhforoz Olga Fink 14 7 0 20 Dec 2021
An Online Data-Driven Emergency-Response Method for Autonomous Agents in Unforeseen Situations Glenn Maguire Nicholas A. Ketz Praveen K. Pilly Jean-Baptiste Mouret 20 1 0 17 Dec 2021
Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents Jasmina Gajcin Rahul Nair Tejaswini Pedapati Radu Marinescu Elizabeth M. Daly Ivana Dusparic OffRL 6 11 0 17 Dec 2021
Attention-Based Model and Deep Reinforcement Learning for Distribution of Event Processing Tasks A. Mazayev F. Al-Tam N. Correia 36 5 0 07 Dec 2021
Energy-Efficient Design for a NOMA assisted STAR-RIS Network with Deep Reinforcement Learning Yiyu Guo Fang Fang Donghong Cai Z. Ding 21 38 0 30 Nov 2021