Zaiwei Chen
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
finite-sample analysis
(3)
multi-agent reinforcement learning
(2)
sample complexity
(2)
temporal difference learning
(2)
stochastic approximation
(2)
off-policy learning
(2)
independent learning
(2)
policy evaluation
(2)
natural actor-critic
(1)
importance sampling
(1)
lyapunov function
(1)
linear function approximation
(1)
bellman operator
(1)
convergence guarantee
(1)
zero-sum game
(1)
last-iterate convergence
(1)
stochastic game
(1)
model-based algorithm
(1)
contraction mapping
(1)
monotone operator
(1)
Papers
Approximate Global Convergence of Independent Learning in Multi-Agent Systems
AISTATS 2025
Overcoming the Curse of Dimensionality in Reinforcement Learning Through Approximate Factorization
ICML 2025
Last-Iterate Convergence for Generalized Frank-Wolfe in Monotone Variational Inequalities
NeurIPS 2024
A Finite-Sample Analysis of Payoff-Based Independent Learning in Zero-Sum Stochastic Games
NeurIPS 2023
Convergence rates for localized actor-critic in networked Markov potential games
UAI 2023
Sample Complexity of Policy-Based Methods under Off-Policy Sampling and Linear Function Approximation
AISTATS 2022
Finite-Sample Analysis of Off-Policy Natural Actor-Critic Algorithm
ICML 2021
Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators
NeurIPS 2021
Finite-Sample Analysis of Contractive Stochastic Approximation Using Smooth Convex Envelopes
NeurIPS 2020