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A Discrete-Time Switching System Analysis of Q-learning
v1v2v3v4v5v6v7v8v9 (latest)

A Discrete-Time Switching System Analysis of Q-learning

SIAM Journal of Control and Optimization (SICON), 2021
17 February 2021
Donghwan Lee
Jianghai Hu
Niao He
ArXiv (abs)PDFHTML

Papers citing "A Discrete-Time Switching System Analysis of Q-learning"

9 / 9 papers shown
Finite-Time Analysis of Simultaneous Double Q-learning
Finite-Time Analysis of Simultaneous Double Q-learning
Hyunjun Na
Donghwan Lee
167
0
0
14 Jun 2024
A finite time analysis of distributed Q-learning
A finite time analysis of distributed Q-learning
Han-Dong Lim
Donghwan Lee
OffRL
369
1
0
23 May 2024
Finite-Time Error Analysis of Soft Q-Learning: Switching System Approach
Finite-Time Error Analysis of Soft Q-Learning: Switching System ApproachIEEE Conference on Decision and Control (CDC), 2024
Narim Jeong
Donghwan Lee
131
2
0
11 Mar 2024
Suppressing Overestimation in Q-Learning through Adversarial Behaviors
Suppressing Overestimation in Q-Learning through Adversarial Behaviors
HyeAnn Lee
Donghwan Lee
182
1
0
10 Oct 2023
Continuous-Time Distributed Dynamic Programming for Networked
  Multi-Agent Markov Decision Processes
Continuous-Time Distributed Dynamic Programming for Networked Multi-Agent Markov Decision Processes
Dong-hwan Lee
Han-Dong Lim
Don Wan Kim
415
1
0
31 Jul 2023
Finite-Time Analysis of Minimax Q-Learning for Two-Player Zero-Sum
  Markov Games: Switching System Approach
Finite-Time Analysis of Minimax Q-Learning for Two-Player Zero-Sum Markov Games: Switching System Approach
Dong-hwan Lee
244
3
0
09 Jun 2023
Finite-Time Analysis of Asynchronous Q-learning under Diminishing
  Step-Size from Control-Theoretic View
Finite-Time Analysis of Asynchronous Q-learning under Diminishing Step-Size from Control-Theoretic ViewIEEE Access (IEEE Access), 2022
Han-Dong Lim
Dong-hwan Lee
130
3
0
25 Jul 2022
Finite-Time Analysis of Temporal Difference Learning: Discrete-Time
  Linear System Perspective
Finite-Time Analysis of Temporal Difference Learning: Discrete-Time Linear System Perspective
Dong-hwan Lee
Do Wan Kim
OffRL
279
0
0
22 Apr 2022
Control Theoretic Analysis of Temporal Difference Learning
Dong-hwan Lee
Do Wan Kim
291
1
0
29 Dec 2021
1