Bruno Gaujal
4 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
markov decision process
(2)
regret bound
(2)
reinforcement learning
(2)
regret minimization
(1)
optimal policy
(1)
exploration
(1)
query complexity
(1)
optimistic algorithm
(1)
confidence region
(1)
confidence bound
(1)
blackwell optimality
(1)
birth-death process
(1)
exploration cost
(1)
episode termination
(1)
blackwell optimal policy
(1)
deterministic mdp
(1)
policy identification
(1)
birth and death process
(1)
extended value iteration
(1)
vanishing multiplicative rule
(1)
Papers
Logarithmic regret of exploration in average reward Markov decision processes
COLT 2025
Identification of Blackwell Optimal Policies for Deterministic MDPs
AISTATS 2023
The Regret of Exploration and the Control of Bad Episodes in Reinforcement Learning
ICML 2023
Reinforcement Learning in a Birth and Death Process: Breaking the Dependence on the State Space
NeurIPS 2022