Fabien Pesquerel
4 papers · 2021–2023 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
regret minimization
(3)
asymptotic optimality
(2)
multi-armed bandit
(2)
regret bound
(2)
bandit algorithm
(2)
markov decision process
(2)
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)
kullback-leibler divergence
(1)
stochastic bandit
(1)
average reward
(1)
transition function
(1)
Papers
Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits
NeurIPS 2023
Logarithmic regret in communicating MDPs: Leveraging known dynamics with bandits
ACML 2023
IMED-RL: Regret optimal learning of ergodic Markov decision processes
NeurIPS 2022
Stochastic bandits with groups of similar arms.
NeurIPS 2021