Deep Reinforcement Learning - Articles - Scientific Research Publishing

Exploring Deep Reinforcement Learning with Multi Q-Learning (Articles)

Ethan Duryea, Michael Ganger, Wei Hu

Intelligent Control and Automation Vol.7 No.4, November 15, 2016

DOI: 10.4236/ica.2016.74012 4,684 Downloads 11,734 Views Citations
A Data Transmission Path Optimization Protocol for Heterogeneous Wireless Sensor Networks Based on Deep Reinforcement Learning (Articles)

Yu Song, Zhigui Liu, Xiaoli He

Journal of Computer and Communications Vol.11 No.8, August 31, 2023

DOI: 10.4236/jcc.2023.118012 282 Downloads 1,053 Views Citations
Reinforcement Learning Toolkits for Gaming: A Comparative Qualitative Analysis (Articles)

Mehdi Mekni, Charitha Sree Jayaramireddy, Sree Veera Venkata Sai Saran Naraharisetti

Journal of Software Engineering and Applications Vol.15 No.12, December 30, 2022

DOI: 10.4236/jsea.2022.1512024 432 Downloads 3,088 Views Citations
Double Sarsa and Double Expected Sarsa with Shallow and Deep Learning (Articles)

Michael Ganger, Ethan Duryea, Wei Hu

Journal of Data Analysis and Information Processing Vol.4 No.4, October 17, 2016

DOI: 10.4236/jdaip.2016.44014 3,284 Downloads 9,297 Views Citations
Online 3D Packing Problem Based on Bi-Value Guidance (Articles)

Mingkai Qi, Liye Zhang

Journal of Computer and Communications Vol.11 No.7, July 31, 2023

DOI: 10.4236/jcc.2023.117010 266 Downloads 1,780 Views Citations
Multi-Agent Deep Deterministic Policy Gradien-Based Task Offloading Resource Allocation Joint Offloading (Articles)

Xuan Zhang, Xiaohui Hu

Journal of Computer and Communications Vol.12 No.6, June 27, 2024

DOI: 10.4236/jcc.2024.126010 157 Downloads 719 Views Citations
Analysis of Soft Decision Trees for Passive-Expert Reinforcement Learning (Articles)

Jonathan Martini, Daniel J. Fonseca

American Journal of Computational Mathematics Vol.12 No.2, May 31, 2022

DOI: 10.4236/ajcm.2022.122012 311 Downloads 1,252 Views Citations
Reinforcement Learning with Deep Quantum Neural Networks (Articles)

Wei Hu, James Hu

Journal of Quantum Information Science Vol.9 No.1, March 8, 2019

DOI: 10.4236/jqis.2019.91001 2,093 Downloads 5,864 Views Citations
Practical Meta-Reinforcement Learning of Evolutionary Strategy with Quantum Neural Networks for Stock Trading (Articles)

Erik Sorensen, Wei Hu

Journal of Quantum Information Science Vol.10 No.3, September 2, 2020

DOI: 10.4236/jqis.2020.103005 842 Downloads 2,780 Views Citations
Multi-Agent Strategic Confrontation Game via Alternating Markov Decision Process Based Double Deep Q-Learning (Articles)

Shou Feng, Chi Wei

Journal of Computer and Communications Vol.13 No.7, July 17, 2025

DOI: 10.4236/jcc.2025.137004 88 Downloads 584 Views Citations
Developing Intelligent Algorithm for Enhancing Robotic Factors Affecting Task Performance Strategical Methods (Articles)

Zhenli Lu, Anas A. Nicola

Advances in Artificial Intelligence and Robotics Research Vol.2 No.1, February 5, 2026

104 Downloads 522 Views Citations
Hybrid Deep Reinforcement Learning and Model Predictive Control for Microgrids (Articles)

Hamdi Naji Almaghrabi, Mousa Marzband, Abdullah Abusorrah

Energy and Power Engineering Vol.18 No.2, February 11, 2026

DOI: 10.4236/epe.2026.182006 85 Downloads 614 Views Citations
Intelligent Optimization Strategy for Shunting Operation Efficiency at Railway Stations Based on Deep Reinforcement Learning and Infrastructure Upgrading (Articles)

Siyuan Liu, Huibing Cheng, Shaohan Zhuo, Aiping He, Jincheng Zhou, Yueyu Guo, Dengheng Zheng

Open Access Library Journal Vol.13 No.4, April 2, 2026

DOI: 10.4236/oalib.1115150 34 Downloads 203 Views Citations
Real-Time Demand Response Dispatch in Smart Grids: Balancing Economic Efficiency and Social Fairness via Advanced Data-Driven Approaches (Articles)

Liyuan Liu, Junxiang Li, Wenjie Chen

Journal of Power and Energy Engineering Vol.14 No.4, April 27, 2026

DOI: 10.4236/jpee.2026.144006 17 Downloads 140 Views Citations
Deep Reinforcement Learning for Personalized Antidepressant Decision Support in Bipolar Spectrum Disorders: Simulated Randomized Trial Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 28, 2026

DOI: 10.4236/oalib.1115137 5 Downloads 25 Views Citations
Offline Robustness of Distributional Actor-Critic Ensemble Reinforcement Learning (Articles)

Zhongcui Ma, Dandan Lai, Jianxiang Zhu, Yaxin Peng

Advances in Pure Mathematics Vol.15 No.4, April 18, 2025

DOI: 10.4236/apm.2025.154013 95 Downloads 502 Views Citations
Reinforcement Learning-Based Personalized Depression Treatment Using Synthetic Data and Real-Time Decision Support (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 27, 2025

DOI: 10.4236/oalib.1113959 51 Downloads 401 Views Citations
An Observation Data Driven Simulation and Analysis Framework for Early Stage C. elegans Embryogenesis (Articles)

Dali Wang, Zi Wang, Xiaopeng Zhao, Yichi Xu, Zhirong Bao

Journal of Biomedical Science and Engineering Vol.11 No.8, August 28, 2018

DOI: 10.4236/jbise.2018.118018 1,456 Downloads 3,161 Views Citations
Artificial Intelligence in the Stock Market: The Trends and Challenges Regarding AI-Driven Investments (Articles)

Ness Kotecha

Open Journal of Business and Management Vol.13 No.2, February 8, 2025

DOI: 10.4236/ojbm.2025.132037 586 Downloads 5,433 Views Citations
Multi-Agent Nash Q-Learning for Node Security in Personal Privacy (Articles)

Yair Oppenheim

Open Access Library Journal Vol.12 No.8, August 26, 2025

DOI: 10.4236/oalib.1113943 42 Downloads 264 Views Citations

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