Simon Sinong Zhan
5 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
bootstrapping
(2)
stochastic environment
(2)
reinforcement learning
(2)
policy optimization
(1)
variational inference
(1)
uncertainty quantification
(1)
sample complexity
(1)
inverse reinforcement learning
(1)
behavior cloning
(1)
policy improvement
(1)
constrained markov decision process
(1)
bilevel optimization
(1)
safe reinforcement learning
(1)
generative model
(1)
delayed feedback
(1)
reward shaping
(1)
delayed reinforcement learning
(1)
chance constraint
(1)
transition model
(1)
barrier function
(1)
Papers
Enhancing Inverse Reinforcement Learning through Encoding Dynamic Information in Reward Shaping
L4DC 2026
Directly Forecasting Belief for Reinforcement Learning with Delays
ICML 2025
Boosting Reinforcement Learning with Strongly Delayed Feedback Through Auxiliary Short Delays
ICML 2024
Variational Delayed Policy Optimization
NeurIPS 2024
Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments
ICML 2023