Ruihao Zhu
7 papers · 2016–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (9)
π
Cross-Pollinator
(6)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
AISTATS (2)
ICML (2)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
dynamic regret
(3)
non-stationary mdp
(2)
upper confidence bound
(2)
online learning
(2)
markov decision process
(1)
off-policy learning
(1)
ucb algorithm
(1)
optimistic exploration
(1)
optimal design
(1)
multi-armed bandit
(1)
information gain
(1)
model-free reinforcement learning
(1)
threshold bandit
(1)
best-arm identification
(1)
safe exploration
(1)
confidence widening
(1)
variation budget
(1)
non-stationary markov decision process
(1)
data logging policy
(1)
censored feedback
(1)
Papers
Satisficing Regret Minimization in Bandits
ICLR 2025
Optimizing the Battery-Swapping Problem in Urban E-Bike Systems with Reinforcement Learning
IJCAI 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
NIPS 2016