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20222026
most citedTransfer in Reinforcement Learning via Regret Bounds for Learning Agents

1 citations · 2 across the 5 of their papers we have counts for

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cs.LG2025

Towards Blackwell Optimality: Bellman Optimality Is All You Can Get

Victor Boone, Adrienne Tuynman

Although average gain optimality is a commonly adopted performance measure in Markov Decision Processes (MDPs), it is often too asymptotic. Further incorporating measures of immedi…

cs.LG2025

The Batch Complexity of Bandit Pure Exploration

Adrienne Tuynman, Rémy Degenne

In a fixed-confidence pure exploration problem in stochastic multi-armed bandits, an algorithm iteratively samples arms and should stop as early as possible and return the correct…