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20212024
most citedRethinking Knowledge Transfer in Learning Using Privileged Information

2 citations · 2 across the 7 of their papers we have counts for

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cs.LG2023

Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need

Danil Provodin, Pratik Gajane, Mykola Pechenizkiy +1

We present a new algorithm based on posterior sampling for learning in constrained Markov decision processes (CMDP) in the infinite-horizon undiscounted setting. The algorithm achi…

cs.GT2023

Bandits for Sponsored Search Auctions under Unknown Valuation Model: Case Study in E-Commerce Advertising

Danil Provodin, Jérémie Joudioux, Eduard Duryev

This paper presents a bidding system for sponsored search auctions under an unknown valuation model. This formulation assumes that the bidder's value is unknown, evolving arbitrari…