Sihan Zeng
7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
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Keyword Pioneer
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Unstoppable
(5)
Conferences
AISTATS (2)
NIPS (2)
COLT (1)
L4DC (1)
UAI (1)
Top co-authors
Keywords
policy optimization
(2)
neural network
(2)
entropy regularization
(2)
minimax optimization
(1)
nash equilibrium
(1)
constraint satisfaction
(1)
optimization landscape
(1)
zero-sum game
(1)
markov game
(1)
gradient descent ascent
(1)
minimax theorem
(1)
finite-time convergence
(1)
multi-task reinforcement learning
(1)
power system
(1)
quadratically constrained quadratic programming
(1)
optimal power flow
(1)
decentralized policy gradient
(1)
two-time-scale optimization
(1)
averaging step
(1)
stochastic gradient
(1)
Papers
Approximate Equivariance in Reinforcement Learning
AISTATS 2025
Learning in Herding Mean Field Games: Single-Loop Algorithm with Finite-Time Convergence Analysis
AISTATS 2025
Fast two-time-scale stochastic gradient method with applications in reinforcement learning
COLT 2024
QCQP-Net: Reliably learning feasible alternating current optimal power flow solutions under constraints
L4DC 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
A decentralized policy gradient approach to multi-task reinforcement learning
UAI 2021