Ruiyang Sun
4 papers · 2023–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
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Research topics
Keywords
safe reinforcement learning
(3)
constraint optimization
(1)
content moderation
(1)
policy learning
(1)
ai safety
(1)
constrained optimization
(1)
safety alignment
(1)
reinforcement learning from human feedback
(1)
risk minimization
(1)
constraint satisfaction
(1)
safety benchmark
(1)
human preference
(1)
lagrangian method
(1)
agent system
(1)
agent safety
(1)
safe policy optimization
(1)
human value alignment
(1)
large language model
(1)
reinforcement learning human feedback
(1)
policy optimization
(1)
Papers
OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research
JMLR 2024
Safe RLHF: Safe Reinforcement Learning from Human Feedback
ICLR 2024
BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset
NeurIPS 2023
Safety Gymnasium: A Unified Safe Reinforcement Learning Benchmark
NeurIPS 2023