Deep Reinforcement Learning: An Overview

25 January 2017

Papers citing "Deep Reinforcement Learning: An Overview"

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Title
Real-world challenges for multi-agent reinforcement learning in grid-interactive buildings Kingsley Nweye Bo Liu Peter Stone Zoltán Nagy OffRL AI4CE 21 37 0 25 Nov 2021
Self-Learning Tuning for Post-Silicon Validation P. Domanski Dirk Pflüger J. Rivoir Raphael Latty 8 5 0 17 Nov 2021
RLOps: Development Life-cycle of Reinforcement Learning Aided Open RAN Peizheng Li Jonathan D. Thomas Xiaoyang Wang Ahmed Khalil A. Ahmad ... S. Kapoor Arjun Parekh A. Doufexi Arman Shojaeifard Robert Piechocki AI4TS 14 37 0 12 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Fei Wu Jingren Zhou Hongxia Yang 11 91 0 11 Nov 2021
CubeTR: Learning to Solve The Rubiks Cube Using Transformers Mustafa Chasmai ViT 10 1 0 11 Nov 2021
Bayesian Sequential Optimal Experimental Design for Nonlinear Models Using Policy Gradient Reinforcement Learning Wanggang Shen Xun Huan 9 39 0 28 Oct 2021
Which Model to Trust: Assessing the Influence of Models on the Performance of Reinforcement Learning Algorithms for Continuous Control Tasks Giacomo Arcieri David Wölfle Eleni Chatzi OffRL 11 5 0 25 Oct 2021
Finding Critical Scenarios for Automated Driving Systems: A Systematic Literature Review Xinhai Zhang Jianbo Tao Kaige Tan Martin Törngren José Manuel Gaspar Sánchez ... Magnus Gyllenhammar F. Wotawa N. Mohan Mihai Nica Hermann Felbinger 27 39 0 16 Oct 2021
Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain Jianye Hao Tianpei Yang Hongyao Tang Chenjia Bai Jinyi Liu Zhaopeng Meng Peng Liu Zhen Wang OffRL 28 91 0 14 Sep 2021
Federated Reinforcement Learning: Techniques, Applications, and Open Challenges Jiaju Qi Qihao Zhou Lei Lei Kan Zheng FedML 26 145 0 26 Aug 2021
Explainable Reinforcement Learning for Broad-XAI: A Conceptual Framework and Survey Richard Dazeley Peter Vamplew Francisco Cruz 19 59 0 20 Aug 2021
Optimal Placement of Public Electric Vehicle Charging Stations Using Deep Reinforcement Learning S. Padmanabhan Aidan Petratos A. Ting Kristina Zhou Dylan Hageman J. Pisel Michael J. Pyrcz OffRL 14 3 0 17 Aug 2021
Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey Zefang Zong Tao Feng Tong Xia Depeng Jin Yong Li 20 3 0 10 Aug 2021
Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey A. Abdellatif N. Mhaisen Z. Chkirbene Amr M. Mohamed A. Erbad M. Guizani OffRL AI4TS 13 21 0 05 Aug 2021
Hierarchical Representations and Explicit Memory: Learning Effective Navigation Policies on 3D Scene Graphs using Graph Neural Networks Zachary Ravichandran Lisa Peng Nathan Hughes J. D. Griffith Luca Carlone 24 68 0 02 Aug 2021
A reinforcement learning approach to resource allocation in genomic selection Saba Moeinizade Guiping Hu Lizhi Wang 16 14 0 22 Jul 2021
Robust Risk-Sensitive Reinforcement Learning Agents for Trading Markets Yue Gao Kry Yik-Chau Lui Pablo Hernandez-Leal 28 7 0 16 Jul 2021
Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data Jiandong Mu Mengdi Wang Feiwen Zhu Jun Yang Weiran Lin Wei Zhang OnRL 6 2 0 16 Jul 2021
USCO-Solver: Solving Undetermined Stochastic Combinatorial Optimization Problems G. Tong 29 5 0 15 Jul 2021
Safer Reinforcement Learning through Transferable Instinct Networks Djordje Grbic S. Risi OffRL OnRL 11 4 0 14 Jul 2021
A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization Zhenning Li Chengzhong Xu Guohui Zhang 8 6 0 13 Jul 2021
Behavior Constraining in Weight Space for Offline Reinforcement Learning Phillip Swazinna Steffen Udluft D. Hein Thomas Runkler OffRL 6 4 0 12 Jul 2021
Adaptation of Quadruped Robot Locomotion with Meta-Learning A. Kuzhamuratov Dmitry Sorokin Alexander Ulanov A. Lvovsky 17 0 0 08 Jul 2021
Levels of explainable artificial intelligence for human-aligned conversational explanations Richard Dazeley Peter Vamplew Cameron Foale Charlotte Young Sunil Aryal F. Cruz 25 89 0 07 Jul 2021
Evaluating the progress of Deep Reinforcement Learning in the real world: aligning domain-agnostic and domain-specific research J. Luis E. Crawley B. Cameron OffRL 18 6 0 07 Jul 2021
Bregman Gradient Policy Optimization Feihu Huang Shangqian Gao Heng-Chiao Huang 11 16 0 23 Jun 2021
Dynamic Sparse Training for Deep Reinforcement Learning Ghada Sokar Elena Mocanu D. Mocanu Mykola Pechenizkiy Peter Stone 13 52 0 08 Jun 2021
Towards Scalable Verification of Deep Reinforcement Learning Guy Amir Michael Schapira Guy Katz OffRL 17 46 0 25 May 2021
Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound Xin Yang Yuhao Huang Ruobing Huang Haoran Dou Rui Li ... Chaoyu Chen Yuanji Zhang Haixia Wang Yi Xiong Dong Ni 17 16 0 22 May 2021
Controlling an Inverted Pendulum with Policy Gradient Methods-A Tutorial Swagat Kumar 8 2 0 17 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 44 266 0 10 May 2021
Emotional Contagion-Aware Deep Reinforcement Learning for Antagonistic Crowd Simulation Pei Lv Qingqing Yu Boya Xu Chaochao Li Bing Zhou Mingliang Xu 14 6 0 29 Apr 2021
Tackling Variabilities in Autonomous Driving Yuqiong Qi Yang Hu Haibin Wu Shen Li Haiyu Mao Xiaochun Ye Dongrui Fan Ninghui Sun 6 1 0 21 Apr 2021
Quick Learner Automated Vehicle Adapting its Roadmanship to Varying Traffic Cultures with Meta Reinforcement Learning Songan Zhang Lu Wen H. Peng H. E. Tseng 12 10 0 18 Apr 2021
Why? Why not? When? Visual Explanations of Agent Behavior in Reinforcement Learning Aditi Mishra Utkarsh Soni Jinbin Huang Chris Bryan OffRL 6 23 0 06 Apr 2021
RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning Tong Wu Jorge Ortiz AI4TS 15 27 0 31 Mar 2021
Interpretable Deep Learning: Interpretation, Interpretability, Trustworthiness, and Beyond Xuhong Li Haoyi Xiong Xingjian Li Xuanyu Wu Xiao Zhang Ji Liu Jiang Bian Dejing Dou AAML FaML XAI HAI 13 315 0 19 Mar 2021
Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning Arjun Krishna Kedar Bartake Chuang Niu Ge Wang Y. Lai X. Jia Klaus Mueller OOD MedIm 9 6 0 18 Mar 2021
Deep reinforcement learning in medical imaging: A literature review S. Kevin Zhou Hoang Ngan Le Khoa Luu Hien V Nguyen N. Ayache LM&MA OffRL MedIm 13 146 0 05 Mar 2021
Continuous Doubly Constrained Batch Reinforcement Learning Rasool Fakoor Jonas W. Mueller Kavosh Asadi Pratik Chaudhari Alex Smola OffRL 202 27 0 18 Feb 2021
Using Distance Correlation for Efficient Bayesian Optimization T. Kanazawa 23 3 0 17 Feb 2021
Neurogenetic Programming Framework for Explainable Reinforcement Learning Vadim Liventsev Aki Härmä M. Petković 8 3 0 08 Feb 2021
Reinforcement Learning for Selective Key Applications in Power Systems: Recent Advances and Future Challenges Xin Chen Guannan Qu Yujie Tang S. Low Na Li 10 227 0 27 Jan 2021
BF++: a language for general-purpose program synthesis Vadim Liventsev Aki Härmä M. Petković 6 2 0 23 Jan 2021
Deep Reinforcement Learning for Active High Frequency Trading Antonio Briola J. Turiel Riccardo Marcaccioli Alvaro Cauderan T. Aste AIFin AI4TS 11 32 0 18 Jan 2021
Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning Renke Huang Yujiao Chen Tianzhixi Yin Qiuhua Huang Jie Tan Wenhao Yu Xinya Li Ang Li Yan Du AI4CE 14 29 0 13 Jan 2021
Developing an OpenAI Gym-compatible framework and simulation environment for testing Deep Reinforcement Learning agents solving the Ambulance Location Problem Michael Allen K. Pearn T. Monks OOD 15 6 0 12 Jan 2021
A Survey of Deep RL and IL for Autonomous Driving Policy Learning Zeyu Zhu Huijing Zhao 80 147 0 06 Jan 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Erik Cambria OffRL 34 73 0 01 Jan 2021
Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset Alireza Shamsoshoara Fatemeh Afghah Abolfazl Razi Liming Zheng Peter Z Fulé Erik P. Blasch 28 231 0 28 Dec 2020