Thinh Doan
7 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
π
Conference Pioneer
Conferences
L4DC (3)
NIPS (2)
COLT (1)
ICML (1)
Top co-authors
Keywords
finite-time analysis
(2)
convergence rate
(2)
reinforcement learning
(2)
policy optimization
(2)
policy evaluation
(1)
nonconvex optimization
(1)
policy gradient
(1)
function approximation
(1)
distributed learning
(1)
distributed optimization
(1)
robust reinforcement learning
(1)
minimax optimization
(1)
incremental gradient
(1)
nash equilibrium
(1)
stochastic approximation
(1)
optimization landscape
(1)
zero-sum game
(1)
entropy regularization
(1)
markov game
(1)
min-max optimization
(1)
Papers
Finite-time complexity of incremental policy gradient methods for solving multi-task reinforcement learning
L4DC 2024
Fast two-time-scale stochastic gradient method with applications in reinforcement learning
COLT 2024
Connected Superlevel Set in (Deep) Reinforcement Learning and its Application to Minimax Theorems
NIPS 2023
Regularized Gradient Descent Ascent for Two-Player Zero-Sum Markov Games
NIPS 2022
Convergence Rates of Two-Time-Scale Gradient Descent-Ascent Dynamics for Solving Nonconvex Min-Max Problems
L4DC 2022
Finite-Time Performance of Distributed Two-Time-Scale Stochastic Approximation
L4DC 2020
Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation on Multi-Agent Reinforcement Learning
ICML 2019