Search Results - Gajane, Pratik

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  1. 1
    Adversarial Multi-dueling Bandits

    Adversarial Multi-dueling Bandits by Gajane, Pratik

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  2. 2
    Local Differential Privacy for Sequential Decision Making in a Changing Environment

    Local Differential Privacy for Sequential Decision Making in a Changing Environment by Gajane, Pratik

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  3. 3
    Curiosity-driven Exploration in Sparse-reward Multi-agent Reinforcement Learning

    Curiosity-driven Exploration in Sparse-reward Multi-agent Reinforcement Learning by Li, Jiong, Gajane, Pratik

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  4. 4
    The Impact of Batch Learning in Stochastic Linear Bandits

    The Impact of Batch Learning in Stochastic Linear Bandits by Provodin, Danil, Gajane, Pratik, Pechenizkiy, Mykola, Kaptein, Maurits

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  5. 5
    Investigating Gender Fairness in Machine Learning-driven Personalized Care for Chronic Pain

    Investigating Gender Fairness in Machine Learning-driven Personalized Care for Chronic Pain by Gajane, Pratik, Newman, Sean, Pechenizkiy, Mykola, Piette, John D

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  6. 6
    Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need

    Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need by Provodin, Danil, Gajane, Pratik, Pechenizkiy, Mykola, Kaptein, Maurits

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  7. 7
    On Formalizing Fairness in Prediction with Machine Learning

    On Formalizing Fairness in Prediction with Machine Learning by Gajane, Pratik, Pechenizkiy, Mykola

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  8. 8
    An Empirical Evaluation of Posterior Sampling for Constrained Reinforcement Learning

    An Empirical Evaluation of Posterior Sampling for Constrained Reinforcement Learning by Provodin, Danil, Gajane, Pratik, Pechenizkiy, Mykola, Kaptein, Maurits

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  9. 9
    The Impact of Batch Learning in Stochastic Linear Bandits

    The Impact of Batch Learning in Stochastic Linear Bandits by Provodin, Danil, Gajane, Pratik, Pechenizkiy, Mykola, Kaptein, Maurits

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  10. 10
    Survey on Fair Reinforcement Learning: Theory and Practice

    Survey on Fair Reinforcement Learning: Theory and Practice by Gajane, Pratik, Saxena, Akrati, Tavakol, Maryam, Fletcher, George, Pechenizkiy, Mykola

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  11. 11
    The Impact of Batch Learning in Stochastic Bandits

    The Impact of Batch Learning in Stochastic Bandits by Provodin, Danil, Gajane, Pratik, Pechenizkiy, Mykola, Kaptein, Maurits

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  12. 12
    Variational Regret Bounds for Reinforcement Learning

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

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  13. 13
    Multi-Armed Bandits with Generalized Temporally-Partitioned Rewards

    Multi-Armed Bandits with Generalized Temporally-Partitioned Rewards by Ronald C van den Broek, Litjens, Rik, Sagis, Tobias, Siecker, Luc, Verbeeke, Nina, Gajane, Pratik

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  14. 14
    Utility-based Dueling Bandits as a Partial Monitoring Game

    Utility-based Dueling Bandits as a Partial Monitoring Game by Gajane, Pratik, Urvoy, Tanguy

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  15. 15
    Generalizing distribution of partial rewards for multi-armed bandits with temporally-partitioned rewards

    Generalizing distribution of partial rewards for multi-armed bandits with temporally-partitioned rewards by Ronald C van den Broek, Litjens, Rik, Sagis, Tobias, Siecker, Luc, Verbeeke, Nina, Gajane, Pratik

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  16. 16
    A Sliding-Window Algorithm for Markov Decision Processes with Arbitrarily Changing Rewards and Transitions

    A Sliding-Window Algorithm for Markov Decision Processes with Arbitrarily Changing Rewards and Transitions by Gajane, Pratik, Ortner, Ronald, Auer, Peter

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  17. 17
    Autonomous exploration for navigating in non-stationary CMPs

    Autonomous exploration for navigating in non-stationary CMPs by Gajane, Pratik, Ortner, Ronald, Auer, Peter, Szepesvari, Csaba

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  18. 18
    Counterfactual Learning for Machine Translation: Degeneracies and Solutions

    Counterfactual Learning for Machine Translation: Degeneracies and Solutions by Lawrence, Carolin, Gajane, Pratik, Riezler, Stefan

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  19. 19
    Corrupt Bandits for Preserving Local Privacy

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

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  20. 20
    A Relative Exponential Weighing Algorithm for Adversarial Utility-based Dueling Bandits

    A Relative Exponential Weighing Algorithm for Adversarial Utility-based Dueling Bandits by Gajane, Pratik, Urvoy, Tanguy, Clérot, Fabrice

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