Zhenghai Xue
7 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
ICLR (4)
NIPS (2)
ICML (1)
Top co-authors
Keywords
reinforcement learning
(1)
policy optimization
(1)
domain adaptation
(1)
regret minimization
(1)
off-policy reinforcement learning
(1)
data efficiency
(1)
experience replay
(1)
temporal difference error
(1)
dynamics shift
(1)
prioritized sampling
(1)
stationary state distribution
(1)
homomorphous mdp
(1)
Papers
AgentStudio: A Toolkit for Building General Virtual Agents
ICLR 2025
Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning
ICML 2025
Policy Optimization under Imperfect Human Interactions with Agent-Gated Shared Autonomy
ICLR 2025
S$2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic
ICLR 2024
Guarded Policy Optimization with Imperfect Online Demonstrations
ICLR 2023
State Regularized Policy Optimization on Data with Dynamics Shift
NIPS 2023
Regret Minimization Experience Replay in Off-Policy Reinforcement Learning
NIPS 2021