Weichao Zhou
8 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(27)
🐣
Hot Topic Early Bird
🏆
Grand Slam
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Research topics
Artificial Intelligence
(7)
Core AI
(6)
Reinforcement Learning
(5)
Machine Learning
(4)
Methods
(4)
Deep Learning
(3)
Applications · Reinforcement Learning
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Robotics
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Keywords
reward function
(2)
expert demonstration
(2)
imitation learning
(2)
inverse reinforcement learning
(2)
offline safe reinforcement learning
(2)
information retrieval
(1)
symbolic reasoning
(1)
convex optimization
(1)
semantic consistency
(1)
uncertainty quantification
(1)
hierarchical bayesian
(1)
trajectory optimization
(1)
hierarchical model
(1)
adversarial training
(1)
reward design
(1)
embedding similarity
(1)
vision-language model
(1)
safety constraint
(1)
policy learning
(1)
bayesian inference
(1)
Papers
Constraint-Conditioned Actor-Critic for Offline Safe Reinforcement Learning
ICLR 2025
Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation
NAACL 2025
HyQE: Ranking Contexts with Hypothetical Query Embeddings
EMNLP 2024
REGLO: Provable Neural Network Repair for Global Robustness Properties
AAAI 2024
Rethinking Inverse Reinforcement Learning: from Data Alignment to Task Alignment
NeurIPS 2024
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning
ICML 2024
A Hierarchical Bayesian Approach to Inverse Reinforcement Learning with Symbolic Reward Machines
ICML 2022
Programmatic Reward Design by Example
AAAI 2022