Linrui Zhang
6 papers · 2018–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(11)
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Research topics
Keywords
safe reinforcement learning
(3)
constraint satisfaction
(2)
sample efficiency
(1)
adversarial learning
(1)
policy optimization
(1)
attention mechanism
(1)
data augmentation
(1)
autonomous driving
(1)
policy learning
(1)
visual reinforcement learning
(1)
reward maximization
(1)
safety constraint
(1)
autonomous vehicle
(1)
safe control
(1)
surrogate function
(1)
semantic textual similarity
(1)
bidirectional long short-term memory
(1)
neural network
(1)
end-to-end driving
(1)
safety-critical scenario
(1)
Papers
CAT: Closed-loop Adversarial Training for Safe End-to-End Driving
CoRL 2023
Evaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks
AAAI 2023
Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning
NeurIPS 2023
Constrained Update Projection Approach to Safe Policy Optimization
NeurIPS 2022
Penalized Proximal Policy Optimization for Safe Reinforcement Learning
IJCAI 2022
Rule-based vs. Neural Net Approaches to Semantic Textual Similarity
COLING 2018