Zuyue Fu
7 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(4)
linear function approximation
(3)
policy optimization
(2)
actor-critic algorithm
(2)
markov decision process
(2)
offline reinforcement learning
(2)
nash equilibrium
(1)
value iteration
(1)
zero-sum game
(1)
incentive compatibility
(1)
generative adversarial network
(1)
stochastic game
(1)
exploration bonus
(1)
decentralized algorithm
(1)
instrumental variable
(1)
distribution estimation
(1)
mean field game
(1)
decentralized learning
(1)
generative adversarial imitation learning
(1)
minimax equilibrium
(1)
Papers
Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning
JMLR 2024
Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics
ICLR 2023
Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation
ICML 2022
Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games
ICML 2021
Sample Elicitation
AISTATS 2021
Single-Timescale Actor-Critic Provably Finds Globally Optimal Policy
ICLR 2021
Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games
ICLR 2020