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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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Title
Dual-Agent Deep Reinforcement Learning for Dynamic Pricing and Replenishment Yi Zheng Zehao Li Peng Jiang Yijie Peng 57 0 0 28 Oct 2024
Efficient Diversity-based Experience Replay for Deep Reinforcement Learning Kaiyan Zhao Yiming Wang Yuyang Chen Yan Li Leong Hou U Xiaoguang Niu 127 1 0 27 Oct 2024
Beyond Simple Sum of Delayed Rewards: Non-Markovian Reward Modeling for Reinforcement Learning Yuting Tang Xin-Qiang Cai Jing-Cheng Pang Qiyu Wu Yao-Xiang Ding Masashi Sugiyama OffRL 59 0 0 26 Oct 2024
Learning Agents With Prioritization and Parameter Noise in Continuous State and Action Space Rajesh Mangannavar Gopalakrishnan Srinivasaraghavan 38 2 0 15 Oct 2024
A Scalable Communication Protocol for Networks of Large Language Models Samuele Marro Emanuele La Malfa Jesse Wright Ge Li Nigel Shadbolt Michael Wooldridge Philip Torr GNN AIFin 83 15 0 14 Oct 2024
Transfer Learning for a Class of Cascade Dynamical Systems Shima Rabiei Sandipan Mishra Santiago Paternain 53 0 0 09 Oct 2024
Urban Computing for Climate and Environmental Justice: Early Perspectives From Two Research Initiatives Carolina Veiga Ashish Sharma Daniel de Oliveira Marcos Lage Fabio Miranda AI4CE 84 0 0 06 Oct 2024
TemporalPaD: a reinforcement-learning framework for temporal feature representation and dimension reduction Xuechen Mu Zhenyu Huang Kewei Li Haotian Zhang Xiuli Wang Yusi Fan Kai Zhang Fengfeng Zhou AI4TS OffRL 28 0 0 27 Sep 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 127 6 0 24 Sep 2024
Semifactual Explanations for Reinforcement Learning Jasmina Gajcin Jovan Jeromela Ivana Dusparic OffRL 65 1 0 09 Sep 2024
A Comprehensive Survey on Evidential Deep Learning and Its Applications Junyu Gao Mengyuan Chen Liangyu Xiang Changsheng Xu EDL BDL UQCV 131 6 0 07 Sep 2024
Formal Verification and Control with Conformal Prediction Lars Lindemann Yiqi Zhao Xinyi Yu George J. Pappas Jyotirmoy Deshmukh 731 17 0 31 Aug 2024
Statistical QoS Provision in Business-Centric Networks Chang Wu Yuang Chen Hancheng Lu 101 0 0 28 Aug 2024
cc-DRL: a Convex Combined Deep Reinforcement Learning Flight Control Design for a Morphing Quadrotor Tao Yang Huai-Ning Wu Jun-Wei Wang 154 0 0 23 Aug 2024
Robust Iterative Value Conversion: Deep Reinforcement Learning for Neurochip-driven Edge Robots Y. Kadokawa Tomohito Kodera Yoshihisa Tsurumine Shinya Nishimura Takamitsu Matsubara 91 2 0 23 Aug 2024
Distributed Noncoherent Joint Transmission Based on Multi-Agent Reinforcement Learning for Dense Small Cell MISO Systems Shaozhuang Bai Zhenzhen Gao Xuewen Liao 49 0 0 22 Aug 2024
Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey Ruiqi Zhang Jing Hou Florian Walter Shangding Gu Jiayi Guan Florian Röhrbein Yali Du Panpan Cai G. Chen Alois Knoll 134 15 0 19 Aug 2024
SkillMimic: Learning Basketball Interaction Skills from Demonstrations Yinhuai Wang Qihan Zhao Runyi Yu Ailing Zeng Jing Lin ... Xiu Li Qifeng Chen Jian Zhang Lei Zhang Ping Tan 112 2 0 12 Aug 2024
DeepAir: A Multi-Agent Deep Reinforcement Learning Based Scheme for an Unknown User Location Problem Baris Yamansavascilar Atay Ozgovde Cem Ersoy 30 0 0 11 Aug 2024
Deep Reinforcement Learning for the Design of Metamaterial Mechanisms with Functional Compliance Control Yejun Choi Yeoneung Kim Keun Park 35 0 0 08 Aug 2024
Real-time Dexterous Telemanipulation with an End-Effect-Oriented Learning-based Approach Haoyang Wang He Bai Xiaoli Zhang Yunsik Jung Michel Bowman Lingfeng Tao 37 4 0 01 Aug 2024
Adaptive traffic signal safety and efficiency improvement by multi objective deep reinforcement learning approach Shahin Mirbakhsh Mahdi Azizi 49 3 0 01 Aug 2024
Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations Yupei Yang Erdun Gao Fan Feng Xinyue Wang Shikui Tu Lei Xu CML OOD TTA 108 1 0 30 Jul 2024
A Method for Fast Autonomy Transfer in Reinforcement Learning D. Sahabandu Bhaskar Ramasubramanian M. Alexiou J. S. Mertoguno L. Bushnell Radha Poovendran 62 0 0 29 Jul 2024
Dataset Distillation for Offline Reinforcement Learning Jonathan Light Yuanzhe Liu Ziniu Hu DD 91 3 0 29 Jul 2024
Explainable Post hoc Portfolio Management Financial Policy of a Deep Reinforcement Learning agent Alejandra de la Rica Escudero E.C. Garrido-Merchán Maria Coronado Vaca AIFin 97 3 0 19 Jul 2024
Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning L. A. Jimenez-Roa T. D. Simão Zaharah Bukhsh T. Tinga Hajo Molegraaf Nils Jansen Marielle Stoelinga AI4CE 45 3 0 17 Jul 2024
Revolutionizing Bridge Operation and maintenance with LLM-based Agents: An Overview of Applications and Insights Xinyu-Chen Lianzhen-Zhang LLMAG AI4CE 106 4 0 14 Jul 2024
Model-free Distortion Canceling and Control of Quantum Devices A. F. Fouad A. Youssry A. El-Rafei Sherif Hammad 66 2 0 13 Jul 2024
Evaluating Front-end & Back-end of Human Automation Interaction Applications A Hypothetical Benchmark Gonçalo Hora de Carvalho 58 0 0 12 Jul 2024
Communication-Aware Reinforcement Learning for Cooperative Adaptive Cruise Control Sicong Jiang Seongjin Choi Lijun Sun 80 1 0 12 Jul 2024
Hierarchical Consensus-Based Multi-Agent Reinforcement Learning for Multi-Robot Cooperation Tasks Pu Feng Junkang Liang Size Wang Xin Yu Xin Ji Yiting Chen Kui Zhang Rongye Shi Wenjun Wu 126 7 0 11 Jul 2024
AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review Rui Jin Derun Li Dehui Xiang Lei Zhang Hailing Zhou Fei Shi Weifang Zhu Jing Cai Tao Peng Xinjian Chen 79 0 0 09 Jul 2024
The Impact of Quantization and Pruning on Deep Reinforcement Learning Models Heng Lu Mehdi Alemi Reza Rawassizadeh 100 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 150 0 0 01 Jul 2024
Disentangled Representations for Causal Cognition Filippo Torresan Manuel Baltieri CML 101 2 0 30 Jun 2024
A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs Zhicheng Liang Yifan Yang Xiangyu Ke Xiaokui Xiao Yunjun Gao 134 0 0 20 Jun 2024
Trapezoidal Gradient Descent for Effective Reinforcement Learning in Spiking Networks Yuhao Pan Xiucheng Wang Nan Cheng Qi Qiu 88 0 0 19 Jun 2024
An Internal Model Principle For Robots Vadim Weinstein Tamara Alshammari K. Timperi Mehdi Bennis Steven M. Lavalle 65 3 0 17 Jun 2024
Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control Jonaid Shianifar Michael Schukat Karl Mason 42 3 0 12 Jun 2024
DNN Partitioning, Task Offloading, and Resource Allocation in Dynamic Vehicular Networks: A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach Zhang Liu Hongyang Du Junzhe Lin Zhibin Gao Lianfen Huang Seyyedali Hosseinalipour Dusit Niyato 61 10 0 11 Jun 2024
Online Adaptation for Enhancing Imitation Learning Policies Federico Malato Ville Hautamaki OnRL 49 2 0 07 Jun 2024
Optimization of geological carbon storage operations with multimodal latent dynamic model and deep reinforcement learning Zhongzheng Wang Yuntian Chen Guodong Chen Dongxiao Zhang AI4CE 81 1 0 07 Jun 2024
Poisoning Attacks and Defenses in Recommender Systems: A Survey Zongwei Wang Junliang Yu Min Gao Wei Yuan Guanhua Ye S. Sadiq Hongzhi Yin AAML 82 6 0 03 Jun 2024
Deep Reinforcement Learning for Sim-to-Real Policy Transfer of VTOL-UAVs Offshore Docking Operations A. M. Ali Aryaman Gupta Hashim A. Hashim OffRL 65 7 0 02 Jun 2024
Statistical Context Detection for Deep Lifelong Reinforcement Learning Jeffery Dick Saptarshi Nath Christos Peridis Eseoghene Ben-Iwhiwhu Soheil Kolouri Andrea Soltoggio OffRL 83 2 0 29 May 2024
Matrix Low-Rank Approximation For Policy Gradient Methods Sergio Rozada A. Marques 64 2 0 27 May 2024
Matrix Low-Rank Trust Region Policy Optimization Sergio Rozada Antonio G. Marques 87 0 0 27 May 2024
Survey of Graph Neural Network for Internet of Things and NextG Networks Sabarish Krishna Moorthy Jithin Jagannath 76 2 0 27 May 2024
Deep Reinforcement Learning with Enhanced PPO for Safe Mobile Robot Navigation Hamid Taheri Seyed Rasoul Hosseini 37 9 0 25 May 2024