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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Aerodynamic and structural airfoil shape optimisation via Transfer Learning-enhanced Deep Reinforcement Learning David Ramos Lucas Lacasa E. Valero G. Rubio AI4CE 27 0 0 05 May 2025
A Generalised and Adaptable Reinforcement Learning Stopping Method Reem Bin-Hezam Mark Stevenson 21 0 0 03 May 2025
Quantum-Enhanced Hybrid Reinforcement Learning Framework for Dynamic Path Planning in Autonomous Systems Sahil Tomar Shamshe Alam Sandeep Kumar Amit Mathur 38 0 0 29 Apr 2025
An Automated Reinforcement Learning Reward Design Framework with Large Language Model for Cooperative Platoon Coordination Dixiao Wei Peng Yi Jinlong Lei Yiguang Hong Yuchuan Du 96 0 0 28 Apr 2025
Motion Generation for Food Topping Challenge 2024: Serving Salmon Roe Bowl and Picking Fried Chicken Koki Inami Masashi Konosu Koki Yamane Nozomu Masuya Yunhan Li Yu-Han Shu Hiroshi Sato Shinnosuke Homma S. Sakaino 49 0 0 28 Apr 2025
BQSched: A Non-intrusive Scheduler for Batch Concurrent Queries via Reinforcement Learning Chenhao Xu Chunyu Chen Jinglin Peng Jiannan Wang Jun Gao OffRL AI4TS 43 0 0 27 Apr 2025
Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems Zhidi Lin Ying Li Feng Yin Juan Maroñas Alexandre Thiéry 49 0 0 24 Mar 2025
Reinforcement Learning-based Heuristics to Guide Domain-Independent Dynamic Programming Minori Narita Ryo Kuroiwa J. Christopher Beck 42 0 0 20 Mar 2025
Behaviour Discovery and Attribution for Explainable Reinforcement Learning Rishav Rishav Somjit Nath Vincent Michalski Samira Ebrahimi Kahou FAtt OffRL 68 0 0 19 Mar 2025
Efficiently Solving Discounted MDPs with Predictions on Transition Matrices Lixing Lyu Jiashuo Jiang Wang Chi Cheung 40 1 0 24 Feb 2025
Reinforcement Learning in Strategy-Based and Atari Games: A Review of Google DeepMinds Innovations Abdelrhman Shaheen Anas Badr Ali Abohendy Hatem Alsaadawy Nadine Alsayad 59 0 0 14 Feb 2025
A Survey of Reinforcement Learning for Optimization in Automation Ahmad Farooq Kamran Iqbal OffRL 84 1 0 13 Feb 2025
Reinforced Lifelong Editing for Language Models Zherui Li Houcheng Jiang Hao Chen Baolong Bi Z. Zhou Fei Sun Junfeng Fang X. Wang KELM 51 5 0 09 Feb 2025
Learning more with the same effort: how randomization improves the robustness of a robotic deep reinforcement learning agent Lucía Güitta-López Jaime Boal Álvaro J. López-López 40 5 0 24 Jan 2025
Audio-Driven Reinforcement Learning for Head-Orientation in Naturalistic Environments Wessel Ledder Yuzhen Qin Kiki van der Heijden 94 0 0 20 Jan 2025
Contrastive Learning from Exploratory Actions: Leveraging Natural Interactions for Preference Elicitation N. Dennler S. Nikolaidis Maja J. Matarić 101 0 0 03 Jan 2025
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots H. Zhang Xiaoman Pan Hongwei Wang Kaixin Ma W. Yu Dong Yu LLMAG 57 3 0 03 Jan 2025
Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey Zhihong Liu Xin Xu Peng Qiao Dongsheng Li OffRL 20 2 0 08 Nov 2024
Efficient Diversity-based Experience Replay for Deep Reinforcement Learning Kaiyan Zhao Yiming Wang Yuyang Chen Xiaoguang Niu Yan Li Leong Hou U 31 1 0 27 Oct 2024
Learning Agents With Prioritization and Parameter Noise in Continuous State and Action Space Rajesh Mangannavar Gopalakrishnan Srinivasaraghavan 23 2 0 15 Oct 2024
Artificial Intelligence for Secured Information Systems in Smart Cities: Collaborative IoT Computing with Deep Reinforcement Learning and Blockchain Amin Zakaie Far Mohammad Zakaie Far Sonia Gharibzadeh Shiva Zangeneh Leila Amini Morteza Rahimi Morteza Rahimi Saeed Asadi 26 5 0 24 Sep 2024
Formal Verification and Control with Conformal Prediction Lars Lindemann Yiqi Zhao Xinyi Yu George J. Pappas Jyotirmoy V. Deshmukh 60 14 0 31 Aug 2024
Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations Yupei Yang Biwei Huang Fan Feng Xinyue Wang Shikui Tu Lei Xu CML OOD TTA 36 1 0 30 Jul 2024
The Impact of Quantization and Pruning on Deep Reinforcement Learning Models Heng Lu Mehdi Alemi Reza Rawassizadeh 34 1 0 05 Jul 2024
To Switch or Not to Switch? Balanced Policy Switching in Offline Reinforcement Learning Tao Ma Xuzhi Yang Zoltan Szabo OffRL 58 0 0 01 Jul 2024
A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs Zhicheng Liang Y. Yang Xiangyu Ke Xiaokui Xiao Yunjun Gao 28 0 0 20 Jun 2024
Matrix Low-Rank Trust Region Policy Optimization Sergio Rozada Antonio G. Marques 41 0 0 27 May 2024
Model-based reinforcement learning for protein backbone design Frederic Renard Cyprien Courtot Alfredo Reichlin Oliver Bent 36 0 0 03 May 2024
Deep Reinforcement Learning for Bipedal Locomotion: A Brief Survey Lingfan Bao Josephine N. Humphreys Tianhu Peng Chengxu Zhou 65 5 0 25 Apr 2024
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories Ning Yang Shuo Chen Haijun Zhang Randall Berry OffRL 29 5 0 22 Apr 2024
Effective Reinforcement Learning Based on Structural Information Principles Xianghua Zeng Hao Peng Dingli Su Angsheng Li 35 0 0 15 Apr 2024
Specification Overfitting in Artificial Intelligence Benjamin Roth Pedro Henrique Luz de Araujo Yuxi Xia Saskia Kaltenbrunner Christoph Korab 56 0 0 13 Mar 2024
A mechanism-driven reinforcement learning framework for shape optimization of airfoils Jingfeng Wang Guanghui Hu 15 1 0 07 Mar 2024
A Scoping Review of Energy-Efficient Driving Behaviors and Applied State-of-the-Art AI Methods Zhipeng Ma Bo Nørregaard Jørgensen Z. Ma 11 4 0 04 Mar 2024
Improving a Proportional Integral Controller with Reinforcement Learning on a Throttle Valve Benchmark Paul Daoudi B. Mavkov Bogdan Robu Christophe Prieur Emmanuel Witrant M. Barlier Ludovic Dos Santos 15 2 0 21 Feb 2024
Maximizing NFT Incentives: References Make You Rich Guangsheng Yu Qin Wang Caijun Sun L. Nguyen H.M.N. Dilum Bandara Shiping Chen 30 1 0 09 Feb 2024
Always-Sparse Training by Growing Connections with Guided Stochastic Exploration Mike Heddes Narayan Srinivasa T. Givargis Alexandru Nicolau 91 0 0 12 Jan 2024
Semi-supervised learning via DQN for log anomaly detection Yingying He Xiaobing Pei Lihong Shen 28 1 0 06 Jan 2024
An Invitation to Deep Reinforcement Learning Bernhard Jaeger Andreas Geiger OffRL OOD 73 5 0 13 Dec 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 129 117 0 09 Nov 2023
Leveraging Knowledge Distillation for Efficient Deep Reinforcement Learning in Resource-Constrained Environments Guanlin Meng 18 1 0 16 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 29 11 0 04 Oct 2023
On Generating Explanations for Reinforcement Learning Policies: An Empirical Study Mikihisa Yuasa Huy T. Tran R. Sreenivas FAtt LRM 46 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 11 0 0 27 Sep 2023
On Reducing Undesirable Behavior in Deep Reinforcement Learning Models Ophir M. Carmel Guy Katz 22 0 0 06 Sep 2023
Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification Jasmina Gajcin J. McCarthy Rahul Nair Radu Marinescu Elizabeth M. Daly Ivana Dusparic 16 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 22 6 0 29 Aug 2023
Traffic Light Control with Reinforcement Learning Tao Pan 23 1 0 28 Aug 2023
Prompt-Based Length Controlled Generation with Reinforcement Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 13 8 0 23 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 25 3 0 13 Aug 2023