Danil Provodin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Confidence Weighted

Sampling Strategies

Top Venues

Publications

Danil Provodin, Maurits Kaptein, Mykola Pechenizkiy
Efficient Exploration in Average-Reward Constrained Reinforcement Learning: Achieving Near-Optimal Regret With Posterior Sampling. CoRR (2024)
Danil Provodin, Jérémie Joudioux, Eduard Duryev
Learning Optimal Bidding Strategy: Case Study in E-Commerce Advertising. CoRR (2023)
Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein
Provably Efficient Exploration in Constrained Reinforcement Learning: Posterior Sampling Is All You Need. CoRR (2023)
Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein
An Empirical Evaluation of Posterior Sampling for Constrained Reinforcement Learning. CoRR (2022)
Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein
The Impact of Batch Learning in Stochastic Linear Bandits. CoRR (2022)
Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein
The Impact of Batch Learning in Stochastic Linear Bandits. ICDM (2022)
Danil Provodin, Pratik Gajane, Mykola Pechenizkiy, Maurits Kaptein
The Impact of Batch Learning in Stochastic Bandits. CoRR (2021)