Ruihao Zhu
7 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
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Research topics
Keywords
upper confidence bound
(3)
dynamic regret
(3)
online learning
(2)
non-stationary mdp
(2)
multi-armed bandit
(2)
regret minimization
(1)
side information
(1)
off-policy learning
(1)
ucb algorithm
(1)
optimistic exploration
(1)
best arm identification
(1)
optimal design
(1)
bandit optimization
(1)
information gain
(1)
model-free reinforcement learning
(1)
threshold bandit
(1)
safe exploration
(1)
confidence widening
(1)
variation budget
(1)
non-stationary markov decision process
(1)
Papers
Optimizing the Battery-Swapping Problem in Urban E-Bike Systems with Reinforcement Learning
IJCAI 2025
Satisficing Regret Minimization in Bandits
ICLR 2025
Safe Optimal Design with Applications in Off-Policy Learning
AISTATS 2022
Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs
ICML 2021
Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism
ICML 2020
Learning to Optimize under Non-Stationarity
AISTATS 2019
Threshold Bandits, With and Without Censored Feedback
NeurIPS 2016