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Pratik Gajane

FT R and D

Adversarial Multi-dueling Bandits

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Jun 18, 2024
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Investigating Gender Fairness in Machine Learning-driven Personalized Care for Chronic Pain

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Feb 29, 2024
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Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need

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Sep 27, 2023
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Multi-Armed Bandits with Generalized Temporally-Partitioned Rewards

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Mar 01, 2023
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Curiosity-driven Exploration in Sparse-reward Multi-agent Reinforcement Learning

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Feb 21, 2023
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Local Differential Privacy for Sequential Decision Making in a Changing Environment

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Jan 02, 2023
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Generalizing distribution of partial rewards for multi-armed bandits with temporally-partitioned rewards

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Nov 13, 2022
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An Empirical Evaluation of Posterior Sampling for Constrained Reinforcement Learning

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Sep 08, 2022
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Survey on Fair Reinforcement Learning: Theory and Practice

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May 20, 2022
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The Impact of Batch Learning in Stochastic Linear Bandits

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Feb 14, 2022
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