Bruno Gaujal
4 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(11)
Conferences
AISTATS (1)
COLT (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
regret bound
(2)
markov decision process
(2)
reinforcement learning
(2)
query complexity
(1)
optimistic algorithm
(1)
confidence bound
(1)
blackwell optimality
(1)
exploration cost
(1)
episode termination
(1)
birth death process
(1)
blackwell optimal policy
(1)
deterministic mdp
(1)
policy identification
(1)
birth and death process
(1)
sample efficiency
(1)
optimal policy
(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
NIPS 2022