Gajane, Pratik

7 publications

ICMLW 2024 Adversarial Multi-Dueling Bandits Pratik Gajane

IJCAI 2023 Autonomous Exploration for Navigating in MDPs Using Blackbox RL Algorithms Pratik Gajane, Peter Auer, Ronald Ortner

COLT 2019 Achieving Optimal Dynamic Regret for Non-Stationary Bandits Without Prior Information Peter Auer, Yifang Chen, Pratik Gajane, Chung-Wei Lee, Haipeng Luo, Ronald Ortner, Chen-Yu Wei

COLT 2019 Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes Peter Auer, Pratik Gajane, Ronald Ortner

UAI 2019 Variational Regret Bounds for Reinforcement Learning Ronald Ortner, Pratik Gajane, Peter Auer

ALT 2018 Corrupt Bandits for Preserving Local Privacy Pratik Gajane, Tanguy Urvoy, Emilie Kaufmann

ICML 2015 A Relative Exponential Weighing Algorithm for Adversarial Utility-Based Dueling Bandits Pratik Gajane, Tanguy Urvoy, Fabrice Clérot