Markov Decision Process Framework for Control-Based Reinforcement Learning

被引:0
|
作者
Lu Y. [1 ]
Squillante M.S. [1 ]
Wah Wu C. [1 ]
机构
[1] IBM Research, Mathematical Sciences Department, Thomas J. Watson Research Center, Yorktown Heights, 10598, NY
来源
Performance Evaluation Review | 2023年 / 51卷 / 02期
关键词
Compendex;
D O I
10.1145/3626570.3626585
中图分类号
学科分类号
摘要
[No abstract available]
引用
收藏
页码:39 / 41
页数:2
相关论文
共 50 条
  • [1] Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework
    Ororbia, Maximilian E.
    Warn, Gordon P.
    JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING, 2022, 22 (02)
  • [2] Reinforcement Learning to Rank with Markov Decision Process
    Wei, Zeng
    Xu, Jun
    Lan, Yanyan
    Guo, Jiafeng
    Cheng, Xueqi
    SIGIR'17: PROCEEDINGS OF THE 40TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2017, : 945 - 948
  • [3] Model Predictive Control-Based Reinforcement Learning
    Han, Qiang
    Boussaid, Farid
    Bennamoun, Mohammed
    2024 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, ISCAS 2024, 2024,
  • [4] A Finite Horizon Markov Decision Process Based Reinforcement Learning Control of a Rapid Thermal Processing system
    Pradeep, D. John
    Noel, Mathew Mithra
    JOURNAL OF PROCESS CONTROL, 2018, 68 : 218 - 225
  • [5] Model-based Bayesian Reinforcement Learning in Factored Markov Decision Process
    Wu, Bo
    Feng, Yanpeng
    Zheng, Hongyan
    JOURNAL OF COMPUTERS, 2014, 9 (04) : 845 - 850
  • [6] Cooperative Retransmissions using Markov Decision Process with Reinforcement Learning
    Shirazi, Ghasem Naddafzadeh
    Kong, Peng-Yong
    Tham, Chen-Khong
    2009 IEEE 20TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, 2009, : 652 - 656
  • [7] Mixed reinforcement learning for partially observable Markov decision process
    Dung, Le Tien
    Komeda, Takashi
    Takagi, Motoki
    2007 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN ROBOTICS AND AUTOMATION, 2007, : 436 - +
  • [8] A reinforcement learning based algorithm for Markov decision processes
    Bhatnagar, S
    Kumar, S
    2005 International Conference on Intelligent Sensing and Information Processing, Proceedings, 2005, : 199 - 204
  • [9] Task Offloading with Power Control for Mobile Edge Computing Using Reinforcement Learning-Based Markov Decision Process
    Zhang, Bingxin
    Zhang, Guopeng
    Sun, Weice
    Yang, Kun
    MOBILE INFORMATION SYSTEMS, 2020, 2020
  • [10] Online Reinforcement Learning in Markov Decision Process Using Linear Programming
    Leon, Vincent
    Etesami, S. Rasoul
    2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL, CDC, 2023, : 1973 - 1978