Benjamin Van Roy
37 papers
· 2013–2026
· 8 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(12)
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Cross-Pollinator
(12)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
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Conference Polyglot
(7)
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Academic Marathon
(11)
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Renaissance Researcher
(5)
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Conference Loyalist
(20)
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Grand Slam
π¬
Deep Specialist
(13)
π€
Dynamic Duo
(14)
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Keyword Champion
(3)
ποΈ
Keyword Collector
(104)
β
The Questioner
β‘
Prolific Year
(6)
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Trend Setter
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Century Club
(36)
π₯
Unstoppable
(9)
Conferences
NIPS (20)
ICML (7)
JMLR (3)
ICLR (2)
UAI (2)
AAAI (1)
AISTATS (1)
COLT (1)
Top co-authors
Keywords
regret bound
(17)
thompson sampling
(11)
reinforcement learning
(10)
multi-armed bandit
(6)
information theory
(6)
bayesian regret
(6)
posterior sampling
(5)
markov decision process
(4)
neural network
(3)
randomized value function
(3)
rate-distortion theory
(3)
optimistic exploration
(3)
eluder dimension
(3)
joint prediction
(3)
sequential decision making
(2)
online optimization
(2)
exploration
(2)
function approximation
(2)
bayesian inference
(2)
model-based reinforcement learning
(2)
Papers
Misalignment from Treating Means as Ends
AAAI 2026
Efficient Exploration for LLMs
ICML 2024
Epistemic Neural Networks
NIPS 2023
An Analysis of Ensemble Sampling
NIPS 2022
Hypermodels for Exploration
ICLR 2020
Ensemble Sampling
NIPS 2017
Conservative Contextual Linear Bandits
NIPS 2017
Deep Exploration via Bootstrapped DQN
NIPS 2016