Shi Dong
4 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
thompson sampling
(2)
multi-armed bandit
(2)
bayesian regret
(2)
state representation
(1)
optimistic exploration
(1)
space complexity
(1)
bandit algorithm
(1)
logistic bandit
(1)
concurrent learning
(1)
worst-case regret
(1)
randomized least-squares value iteration
(1)
aggregated states
(1)
information theory
(1)
polynomial bounds
(1)
regret analysis
(1)
reinforcement learning
(1)
Papers
Concurrent Reinforcement Learning with Aggregated States via Randomized Least Squares Value Iteration
ICML 2025
Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent States
JMLR 2022
On the Performance of Thompson Sampling on Logistic Bandits
COLT 2019
An Information-Theoretic Analysis for Thompson Sampling with Many Actions
NeurIPS 2018