Qing-Shan Jia
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Research topics
Keywords
query selection
(2)
preference-based reinforcement learning
(2)
policy optimization
(1)
distribution matching
(1)
bilevel optimization
(1)
human feedback
(1)
reward model
(1)
skill learning
(1)
robotics manipulation
(1)
experience replay
(1)
reward signal
(1)
trajectory embedding
(1)
reward correction
(1)
pessimistic reinforcement learning
(1)
ambiguous feedback
(1)
human preference comparisons
(1)
offline pbrl
(1)
contrastive learning
(1)
preference reinforcement learning
(1)
offline reinforcement learning
(1)
Papers
CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries
ICML 2025
S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning
IJCAI 2025
Query-Policy Misalignment in Preference-Based Reinforcement Learning
ICLR 2024
Mind the Gap: Offline Policy Optimization for Imperfect Rewards
ICLR 2023