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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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Semi-supervised learning via DQN for log anomaly detection Yingying He Xiaobing Pei Lihong Shen 70 1 0 06 Jan 2024
Deep Reinforcement Learning for Local Path Following of an Autonomous Formula SAE Vehicle Harvey Merton Thomas Delamore Karl Stol Henry Williams 45 0 0 05 Jan 2024
Learning-based agricultural management in partially observable environments subject to climate variability Zhaoan Wang Shaoping Xiao Junchao Li Jun Wang 25 3 0 02 Jan 2024
On the Burstiness of Distributed Machine Learning Traffic Natchanon Luangsomboon Fahimeh Fazel Jorg Liebeherr A. Sobhani Shichao Guan Xingjun Chu 68 2 0 30 Dec 2023
ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection Kai Huang Boyuan Yang Wei Gao 93 21 0 21 Dec 2023
OpenRL: A Unified Reinforcement Learning Framework Shiyu Huang Wentse Chen Yiwen Sun Fuqing Bie Weijuan Tu 81 3 0 20 Dec 2023
LDM $^2$ : A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement Xingjin Wang Linjing Li D. Zeng 55 0 0 13 Dec 2023
An Invitation to Deep Reinforcement Learning Bernhard Jaeger Andreas Geiger OffRL OOD 188 5 0 13 Dec 2023
Ensemble Kalman Filtering Meets Gaussian Process SSM for Non-Mean-Field and Online Inference Zhidi Lin Yiyong Sun Feng Yin Alexandre Thiéry 84 4 0 10 Dec 2023
Creative Agents: Empowering Agents with Imagination for Creative Tasks Chi Zhang Penglin Cai Yuhui Fu Haoqi Yuan Zongqing Lu LM&Ro LLMAG 129 24 0 05 Dec 2023
AdsorbRL: Deep Multi-Objective Reinforcement Learning for Inverse Catalysts Design Romain Lacombe Lucas Hendren Khalid El-Awady 38 2 0 04 Dec 2023
Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices Ka-Ho Chow Umesh Deshpande Veera Deenadayalan S. Seshadri Ling Liu 37 3 0 12 Nov 2023
Model-assisted Reinforcement Learning of a Quadrotor Arshad Javeed 77 0 0 12 Nov 2023
An Intelligent Social Learning-based Optimization Strategy for Black-box Robotic Control with Reinforcement Learning Xubo Yang Jian Gao Ting Wang Yaozhen He 55 0 0 11 Nov 2023
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts Yichen Gong Delong Ran Jinyuan Liu Conglei Wang Tianshuo Cong Anyu Wang Sisi Duan Xiaoyun Wang MLLM 235 161 0 09 Nov 2023
QOCO: A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing Iman Rahmati Hamed Shah-Mansouri Ali Movaghar 23 1 0 04 Nov 2023
Accelerating Reinforcement Learning of Robotic Manipulations via Feedback from Large Language Models Kun-Mo Chu Xufeng Zhao C. Weber Mengdi Li Stefan Wermter LLMAG LM&Ro 87 15 0 04 Nov 2023
Agent-based Modelling of Credit Card Promotions Conor B. Hamill Raad Khraishi Simona Gherghel Jerrard Lawrence Salvatore Mercuri Ramin Okhrati Greig A. Cowan 58 1 0 03 Nov 2023
Diffusion Models for Reinforcement Learning: A Survey Zhengbang Zhu Hanye Zhao Haoran He Yichao Zhong Shenyu Zhang Haoquan Guo Tingting Chen Weinan Zhang 160 68 0 02 Nov 2023
EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities Nian Li Chen Gao Mingyu Li Yong Li Qingmin Liao LLMAG AI4CE 121 82 0 16 Oct 2023
Leveraging Knowledge Distillation for Efficient Deep Reinforcement Learning in Resource-Constrained Environments Guanlin Meng 40 1 0 16 Oct 2023
Deep Reinforcement Learning with Explicit Context Representation Francisco Munguia-Galeano Ah-Hwee Tan Ze Ji OffRL 75 2 0 15 Oct 2023
PAGE: Equilibrate Personalization and Generalization in Federated Learning Qian Chen Zilong Wang Jiaqi Hu Haonan Yan Jianying Zhou Xiao-La Lin FedML 84 4 0 13 Oct 2023
Deep reinforcement learning for machine scheduling: Methodology, the state-of-the-art, and future directions Maziyar Khadivi Todd Charter Marjan Yaghoubi Masoud Jalayer Maryam Ahang Ardeshir Shojaeinasab Homayoun Najjaran 73 12 0 04 Oct 2023
Algebras of actions in an agent's representations of the world Alexander Dean Eduardo Alonso Esther Mondragón 65 0 0 02 Oct 2023
Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning Daoce Wang Chi Jin OffRL DiffM 94 35 0 29 Sep 2023
On Generating Explanations for Reinforcement Learning Policies: An Empirical Study Mikihisa Yuasa Huy T. Tran R. Sreenivas FAtt LRM 151 1 0 29 Sep 2023
Raijū: Reinforcement Learning-Guided Post-Exploitation for Automating Security Assessment of Network Systems V. Pham Hien Do Hoang Phan Thanh Trung Van Dinh Quoc T. To Phan The Duy 43 0 0 27 Sep 2023
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents Pengyu Zhao Zijian Jin Ning Cheng LLMAG 99 24 0 23 Sep 2023
A Machine Learning-oriented Survey on Tiny Machine Learning Luigi Capogrosso Federico Cunico D. Cheng Franco Fummi Marco Cristani SyDa MU 106 45 0 21 Sep 2023
Multicopy Reinforcement Learning Agents Alicia P. Wolfe Oliver Diamond Brigitte Goeler-Slough Remi Feuerman Magdalena Kisielinska Victoria Manfredi 127 0 0 19 Sep 2023
Contrastive Initial State Buffer for Reinforcement Learning Nico Messikommer Yunlong Song Davide Scaramuzza OffRL 103 9 0 18 Sep 2023
Stable In-hand Manipulation with Finger Specific Multi-agent Shadow Reward Lingfeng Tao Jiucai Zhang Xiaoli Zhang 56 0 0 13 Sep 2023
Compositional Learning of Visually-Grounded Concepts Using Reinforcement Zijun Lin Haidi Azaman M Ganesh Kumar Cheston Tan CoGe OffRL 74 3 0 08 Sep 2023
Ensemble DNN for Age-of-Information Minimization in UAV-assisted Networks M. Ndiaye El Houcine Bergou Hajar Elhammouti 51 1 0 06 Sep 2023
On Reducing Undesirable Behavior in Deep Reinforcement Learning Models Ophir M. Carmel Guy Katz 67 0 0 06 Sep 2023
Efficient RL via Disentangled Environment and Agent Representations Kevin Gmelin Shikhar Bahl Russell Mendonca Deepak Pathak DRL 71 9 0 05 Sep 2023
Neurosymbolic Reinforcement Learning and Planning: A Survey Kamal Acharya Waleed Raza Carlos Dourado Alvaro Velasquez Houbing Song NAI OffRL 90 17 0 02 Sep 2023
Deep Reinforcement Learning in Surgical Robotics: Enhancing the Automation Level Cheng Qian Hongliang Ren 83 4 0 02 Sep 2023
The AI Revolution: Opportunities and Challenges for the Finance Sector Carsten Maple Lukasz Szpruch Gregory Epiphaniou Kalina S. Staykova Simran Singh William Penwarden Yisi Wen Zijian Wang Jagdish Hariharan Pavle Avramović AIFin 108 36 0 31 Aug 2023
Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification Jasmina Gajcin J. McCarthy Rahul Nair Radu Marinescu Elizabeth M. Daly Ivana Dusparic 92 3 0 30 Aug 2023
R^3: On-device Real-Time Deep Reinforcement Learning for Autonomous Robotics Zexin Li Aritra Samanta Yufei Li Andrea Soltoggio Hyoseung Kim Cong Liu 115 7 0 29 Aug 2023
Traffic Light Control with Reinforcement Learning Tao Pan 76 3 0 28 Aug 2023
Racing Towards Reinforcement Learning based control of an Autonomous Formula SAE Car Aakaash Salvaji Harry Taylor David Valencia Trevor Gee Henry Williams 35 3 0 24 Aug 2023
An Intentional Forgetting-Driven Self-Healing Method For Deep Reinforcement Learning Systems Ahmed Haj Yahmed Rached Bouchoucha Houssem Ben Braiek Foutse Khomh CLL AI4CE 66 0 0 23 Aug 2023
Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges Ahmed Haj Yahmed Altaf Allah Abbassi Amin Nikanjam Heng Li Foutse Khomh OffRL 72 5 0 23 Aug 2023
Prompt-Based Length Controlled Generation with Reinforcement Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 80 10 0 23 Aug 2023
Artificial Intelligence for Smart Transportation Michael Wilbur Amutheezan Sivagnanam Afiya Ayman Samitha Samaranayeke Abhishek Dubey Aron Laszka AI4TS 53 2 0 14 Aug 2023
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges Jiajia Li Mingle Xu Lirong Xiang Dong Chen Weichao Zhuang Xunyuan Yin Zhao Li 130 3 0 13 Aug 2023
Learning Team-Based Navigation: A Review of Deep Reinforcement Learning Techniques for Multi-Agent Pathfinding Jaeho Chung Jamil Fayyad Younes Al Younes Homayoun Najjaran 78 17 0 11 Aug 2023