A World Model for Actor–Critic in Reinforcement Learning

被引：0
|
作者：
A. I. Panov
L. A. Ugadiarov
机构：
[1] Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences,
[2] Artificial Intelligence Research Institute,undefined
[3] Moscow Institute of Physics and Technology,undefined
来源：
Pattern Recognition and Image Analysis | 2023年 / 33卷
关键词：
reinforcement learning; world model; actor–critic architecture; behavior planning; look-ahead tree search;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：467 / 477
页数：10
相关论文
共 50 条
  • [31] Reinforcement learning with actor-critic for knowledge graph reasoning
    Linli ZHANG
    Dewei LI
    Yugeng XI
    Shuai JIA
    [J]. Science China(Information Sciences), 2020, 63 (06) : 223 - 225
  • [32] Actor-Critic Reinforcement Learning for Control With Stability Guarantee
    Han, Minghao
    Zhang, Lixian
    Wang, Jun
    Pan, Wei
    [J]. IEEE ROBOTICS AND AUTOMATION LETTERS, 2020, 5 (04) : 6217 - 6224
  • [33] Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning
    Wu, Yue
    Zhai, Shuangfei
    Srivastava, Nitish
    Susskind, Joshua
    Zhang, Jian
    Salakhutdinov, Ruslan
    Goh, Hanlin
    [J]. INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, 2021, 139
  • [34] Deep Actor-Critic Reinforcement Learning for Anomaly Detection
    Zhong, Chen
    Gursoy, M. Cenk
    Velipasalar, Senem
    [J]. 2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2019,
  • [35] A Parallel Approach to Advantage Actor Critic in Deep Reinforcement Learning
    Zhu, Xing
    Du, Yunfei
    [J]. ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2019, PT II, 2020, 11945 : 320 - 327
  • [36] Averaged Soft Actor-Critic for Deep Reinforcement Learning
    Ding, Feng
    Ma, Guanfeng
    Chen, Zhikui
    Gao, Jing
    Li, Peng
    [J]. COMPLEXITY, 2021, 2021
  • [37] MARS: Malleable Actor-Critic Reinforcement Learning Scheduler
    Baheri, Betis
    Tronge, Jacob
    Fang, Bo
    Li, Ang
    Chaudhary, Vipin
    Guan, Qiang
    [J]. 2022 IEEE INTERNATIONAL PERFORMANCE, COMPUTING, AND COMMUNICATIONS CONFERENCE, IPCCC, 2022,
  • [38] Model Predictive Actor-Critic: Accelerating Robot Skill Acquisition with Deep Reinforcement Learning
    Morgan, Andrew S.
    Nandha, Daljeet
    Chalvatzaki, Georgia
    D'Eramo, Carlo
    Dollar, Aaron M.
    Peters, Jan
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021), 2021, : 6672 - 6678
  • [39] Stimuli Generation for IC Design Verification using Reinforcement Learning with an Actor-Critic Model
    Tweehuysen, S. L.
    Adriaans, G. L. A.
    Gomony, M.
    [J]. 2023 IEEE EUROPEAN TEST SYMPOSIUM, ETS, 2023,
  • [40] Forward Actor-Critic for Nonlinear Function Approximation in Reinforcement Learning
    Veeriah, Vivek
    van Seijen, Harm
    Sutton, Richard S.
    [J]. AAMAS'17: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, 2017, : 556 - 564
12345