187 citations · 456 across the 29 of their papers we have counts for
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cs.LG2018
Decentralized Exploration in Multi-Armed Bandits -- Extended version
Raphaël Féraud, Réda Alami, Romain Laroche
We consider the decentralized exploration problem: a set of players collaborate to identify the best arm by asynchronously interacting with the same stochastic environment. The obj…
cs.CL2018★ 51 cited
Counting to Explore and Generalize in Text-based Games
Xingdi Yuan, Marc-Alexandre Côté, Alessandro Sordoni +4
We propose a recurrent RL agent with an episodic exploration mechanism that helps discovering good policies in text-based game environments. We show promising results on a set of g…