Victor Boone
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
regret bound
(2)
markov decision processes
(1)
game theory
(1)
markov decision process
(1)
regret minimization
(1)
nash equilibrium
(1)
regularized learning
(1)
value iteration
(1)
optimal policy
(1)
exploration
(1)
query complexity
(1)
minimax regret
(1)
optimistic algorithm
(1)
confidence region
(1)
bias function
(1)
minimax optimal regret
(1)
confidence bound
(1)
coarse correlated equilibrium
(1)
average-reward mdp
(1)
blackwell optimality
(1)
Papers
Logarithmic regret of exploration in average reward Markov decision processes
COLT 2025
Achieving Tractable Minimax Optimal Regret in Average Reward MDPs
NeurIPS 2024
Identification of Blackwell Optimal Policies for Deterministic MDPs
AISTATS 2023
The Equivalence of Dynamic and Strategic Stability under Regularized Learning in Games
NeurIPS 2023
The Regret of Exploration and the Control of Bad Episodes in Reinforcement Learning
ICML 2023