Zhishuai Liu
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(9)
🌈
Renaissance Researcher
(5)
🧭
Keyword Pioneer
Conferences
ICML (2)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
distributionally robust optimization
(2)
offline reinforcement learning
(1)
domain generalization
(1)
function approximation
(1)
minimax optimization
(1)
markov decision process
(1)
worst-case performance
(1)
linear function approximation
(1)
variance estimation
(1)
distributionally robust
(1)
uncertainty set
(1)
off-dynamics reinforcement learning
(1)
robust control
(1)
robust policy
(1)
off-dynamics learning
(1)
reinforcement learning
(1)
dynamics uncertainty
(1)
Papers
Sample Complexity of Distributionally Robust Off-Dynamics Reinforcement Learning with Online Interaction
ICML 2025
Robust Offline Reinforcement Learning with Linearly Structured $f$-Divergence Regularization
ICML 2025
Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning
NIPS 2024
Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation
AISTATS 2024