Fabien Pesquerel
4 papers · 2021–2023 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Conference Polyglot
(2)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π
Cross-Pollinator
(13)
Conferences
NIPS (3)
ACML (1)
Top co-authors
Keywords
regret minimization
(3)
bandit algorithm
(2)
asymptotic optimality
(2)
kullback-leibler divergence
(1)
multi-armed bandit
(1)
regret bound
(1)
stochastic bandit
(1)
asymptotic regret
(1)
communicating markov decision process
(1)
indexed minimum empirical divergence
(1)
group structure
(1)
stochastic optimization
(1)
ergodic mdp
(1)
reinforcement learning
(1)
markov decision process
(1)
Papers
Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits
NIPS 2023
Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits
ACML 2023
IMED-RL: Regret optimal learning of ergodic Markov decision processes
NIPS 2022
Stochastic bandits with groups of similar arms.
NIPS 2021