Weiye Zhao
8 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
L4DC (3)
CORL (2)
AAAI (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
safe reinforcement learning
(2)
autonomous driving
(1)
policy learning
(1)
markov decision process
(1)
gaussian process
(1)
constraint satisfaction
(1)
model-based reinforcement learning
(1)
cost function
(1)
safety constraint
(1)
lagrangian method
(1)
model-free control
(1)
barrier certificate
(1)
probabilistic safety
(1)
safety index
(1)
forward invariance
(1)
intrinsic cost
(1)
zero-violation learning
(1)
constrained reinforcement learning
(1)
state-wise constraint
(1)
Papers
Learn With Imagination: Safe Set Guided State-wise Constrained Policy Optimization
L4DC 2025
Continual Learning and Lifting of Koopman Dynamics for Linear Control of Legged Robots
L4DC 2025
Meta-Control: Automatic Model-based Control Synthesis for Heterogeneous Robot Skills
CORL 2024
Absolute Policy Optimization: Enhancing Lower Probability Bound of Performance with High Confidence
ICML 2024
State-wise Safe Reinforcement Learning: A Survey
IJCAI 2023
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
Model-free Safe Control for Zero-Violation Reinforcement Learning
CORL 2021