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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AdsorbRL: Deep Multi-Objective Reinforcement Learning for Inverse Catalysts Design Romain Lacombe Lucas Hendren Khalid El-Awady 26 1 0 04 Dec 2023
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Model-assisted Reinforcement Learning of a Quadrotor Arshad Javeed 16 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 18 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 131 120 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 12 0 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 49 14 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 27 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 43 60 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 26 64 0 16 Oct 2023
Leveraging Knowledge Distillation for Efficient Deep Reinforcement Learning in Resource-Constrained Environments Guanlin Meng 28 1 0 16 Oct 2023
Deep Reinforcement Learning with Explicit Context Representation Francisco Munguia-Galeano Ah-Hwee Tan Ze Ji OffRL 36 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 44 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 H. Najjaran 35 11 0 04 Oct 2023
Algebras of actions in an agent's representations of the world Alexander Dean Eduardo Alonso Esther Mondragón 33 0 0 02 Oct 2023
Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning Daoce Wang Chi Jin OffRL DiffM 27 25 0 29 Sep 2023
On Generating Explanations for Reinforcement Learning Policies: An Empirical Study Mikihisa Yuasa Huy T. Tran R. Sreenivas FAtt LRM 54 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 19 0 0 27 Sep 2023
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents Pengyu Zhao Zijian Jin Ning Cheng LLMAG 41 20 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 32 33 0 21 Sep 2023
Multicopy Reinforcement Learning Agents Alicia P. Wolfe Oliver Diamond Brigitte Goeler-Slough Remi Feuerman Magdalena Kisielinska Victoria Manfredi 21 0 0 19 Sep 2023
Contrastive Initial State Buffer for Reinforcement Learning Nico Messikommer Yunlong Song Davide Scaramuzza OffRL 44 9 0 18 Sep 2023
Stable In-hand Manipulation with Finger Specific Multi-agent Shadow Reward Lingfeng Tao Jiucai Zhang Xiaoli Zhang 19 0 0 13 Sep 2023
Compositional Learning of Visually-Grounded Concepts Using Reinforcement Zijun Lin Haidi Azaman M Ganesh Kumar Cheston Tan CoGe OffRL 22 3 0 08 Sep 2023
Ensemble DNN for Age-of-Information Minimization in UAV-assisted Networks M. Ndiaye El Houcine Bergou Hajar Elhammouti 14 1 0 06 Sep 2023
On Reducing Undesirable Behavior in Deep Reinforcement Learning Models Ophir M. Carmel Guy Katz 35 0 0 06 Sep 2023
Efficient RL via Disentangled Environment and Agent Representations Kevin Gmelin Shikhar Bahl Russell Mendonca Deepak Pathak DRL 35 8 0 05 Sep 2023
Neurosymbolic Reinforcement Learning and Planning: A Survey Kamal Acharya Waleed Raza Carlos Dourado Alvaro Velasquez Houbing Song NAI OffRL 32 16 0 02 Sep 2023
Deep Reinforcement Learning in Surgical Robotics: Enhancing the Automation Level Cheng Qian Hongliang Ren 16 3 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 22 32 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 25 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 30 6 0 29 Aug 2023
Traffic Light Control with Reinforcement Learning Tao Pan 28 2 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 25 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 36 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 34 5 0 23 Aug 2023
Prompt-Based Length Controlled Generation with Reinforcement Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 17 8 0 23 Aug 2023
Artificial Intelligence for Smart Transportation Michael Wilbur Amutheezan Sivagnanam Afiya Ayman Samitha Samaranayeke Abhishek Dubey Aron Laszka AI4TS 18 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 39 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 H. Najjaran 30 13 0 11 Aug 2023
SMARLA: A Safety Monitoring Approach for Deep Reinforcement Learning Agents Amirhossein Zolfagharian Manel Abdellatif Lionel C. Briand S. Ramesh 25 5 0 03 Aug 2023
Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation Siao Liu Zhaoyu Chen Yang Liu Yuzheng Wang Dingkang Yang ... Ziqing Zhou Xie Yi Wei Li Wenqiang Zhang Zhongxue Gan 41 22 0 02 Aug 2023
Towards Building AI-CPS with NVIDIA Isaac Sim: An Industrial Benchmark and Case Study for Robotics Manipulation Zhehua Zhou Jiayang Song Xuan Xie Zhan Shu Lei Ma Dikai Liu Jianxiong Yin Simon See 35 14 0 31 Jul 2023
Using Implicit Behavior Cloning and Dynamic Movement Primitive to Facilitate Reinforcement Learning for Robot Motion Planning Zengjie Zhang Jayden Hong Amir M. Soufi Enayati H. Najjaran 22 1 0 29 Jul 2023
Improvable Gap Balancing for Multi-Task Learning Yanqi Dai Nanyi Fei Zhiwu Lu 48 4 0 28 Jul 2023
Adaptive Control of Resource Flow to Optimize Construction Work and Cash Flow via Online Deep Reinforcement Learning Can Jiang Xin Li Jianpeng Lin Ming-Yu Liu Zhiliang Ma AI4CE 14 19 0 20 Jul 2023
Transformers in Reinforcement Learning: A Survey Pranav Agarwal A. Rahman P. St-Charles Simon J. D. Prince Samira Ebrahimi Kahou OffRL 26 19 0 12 Jul 2023
Loss Dynamics of Temporal Difference Reinforcement Learning Blake Bordelon P. Masset Henry Kuo Cengiz Pehlevan AI4CE 21 0 0 10 Jul 2023
Shared Growth of Graph Neural Networks via Prompted Free-direction Knowledge Distillation Kaituo Feng Yikun Miao Changsheng Li Ye Yuan Guoren Wang 32 0 0 02 Jul 2023
Safe Reinforcement Learning with Dead-Ends Avoidance and Recovery Xiao Zhang Hai Zhang Hongtu Zhou Chang Huang Di Zhang Chen Ye Junqiao Zhao OffRL 35 4 0 24 Jun 2023