Sirui Zheng
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(10)
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The Questioner
Venues
Top co-authors
Research topics
Keywords
sample efficiency
(2)
reinforcement learning
(1)
sample complexity
(1)
markov decision process
(1)
posterior distribution
(1)
model-based reinforcement learning
(1)
bootstrapping
(1)
probabilistic framework
(1)
regret bound
(1)
graphical model
(1)
sublinear regret
(1)
model-free reinforcement learning
(1)
hindsight experience replay
(1)
exploration bonus
(1)
model-based rl
(1)
model-free rl
(1)
neural network
(1)
goal relabeling
(1)
theory
(1)
goal-conditioned bellman-eluder (goal-be) dimension
(1)
Papers
BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning
ICML 2025
How Does Goal Relabeling Improve Sample Efficiency?
ICML 2024
Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration
NeurIPS 2023
Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics
ICLR 2023