Weiye Zhao
8 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
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Research topics
Keywords
safe reinforcement learning
(3)
state-wise constraint
(2)
locomotion control
(1)
constrained reinforcement learning
(1)
autonomous driving
(1)
policy learning
(1)
model predictive control
(1)
markov decision process
(1)
gaussian process
(1)
continuous control
(1)
constraint satisfaction
(1)
model-based reinforcement learning
(1)
worst-case performance
(1)
cost function
(1)
safety constraint
(1)
trust region
(1)
constrained policy optimization
(1)
lagrangian method
(1)
koopman operator
(1)
probability bound
(1)
Papers
Continual Learning and Lifting of Koopman Dynamics for Linear Control of Legged Robots
L4DC 2025
Learn With Imagination: Safe Set Guided State-wise Constrained Policy Optimization
L4DC 2025
Absolute Policy Optimization: Enhancing Lower Probability Bound of Performance with High Confidence
ICML 2024
Meta-Control: Automatic Model-based Control Synthesis for Heterogeneous Robot Skills
CoRL 2024
AutoCost: Evolving Intrinsic Cost for Zero-Violation Reinforcement Learning
AAAI 2023
Probabilistic Safeguard for Reinforcement Learning Using Safety Index Guided Gaussian Process Models
L4DC 2023
State-wise Safe Reinforcement Learning: A Survey
IJCAI 2023
Model-free Safe Control for Zero-Violation Reinforcement Learning
CoRL 2021