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Ather Gattami

Deep Reinforcement Learning: A Convex Optimization Approach

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Mar 07, 2024
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Decentralized Online Bandit Optimization on Directed Graphs with Regret Bounds

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Jan 27, 2023
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Model-Free Algorithm and Regret Analysis for MDPs with Long-Term Constraints

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Jun 10, 2020
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Model-Free Algorithm and Regret Analysis for MDPs with Peak Constraints

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Mar 11, 2020
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Conditional Mutual information-based Contrastive Loss for Financial Time Series Forecasting

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Feb 18, 2020
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Quantization-Based Regularization for Autoencoders

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May 27, 2019
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Reinforcement Learning of Markov Decision Processes with Peak Constraints

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Jan 23, 2019
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