Ronan Fruit
6 papers · 2017–2019 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π£ Hot Topic Early Bird π Cross-Pollinator (10) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π
Keyword Champion
(2)
Conferences
NIPS (4)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
markov decision process
(5)
regret bound
(4)
reinforcement learning
(3)
weakly-communicating mdp
(2)
online learning
(2)
regret minimization
(2)
option framework
(2)
semi-markov decision process
(2)
online reinforcement learning
(1)
sub-linear regret
(1)
upper confidence bound
(1)
state representation
(1)
optimistic algorithm
(1)
average reward
(1)
exploration bonus
(1)
exploration-exploitation trade-off
(1)
bias span
(1)
exploration exploitation
(1)
continuous state space
(1)
temporal abstraction
(1)
Papers
Regret Bounds for Learning State Representations in Reinforcement Learning
NIPS 2019
Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs
NIPS 2019
Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes
NIPS 2018
Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning
ICML 2018
Regret Minimization in MDPs with Options without Prior Knowledge
NIPS 2017
Exploration-Exploitation in MDPs with Options
AISTATS 2017