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James Anderson

Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control

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Jul 08, 2024
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Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments

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May 29, 2024
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Data-Efficient and Robust Task Selection for Meta-Learning

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May 11, 2024
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Finite-Time Analysis of On-Policy Heterogeneous Federated Reinforcement Learning

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Jan 27, 2024
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Meta-Learning Linear Quadratic Regulators: A Policy Gradient MAML Approach for the Model-free LQR

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Jan 25, 2024
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Oracle Complexity Reduction for Model-free LQR: A Stochastic Variance-Reduced Policy Gradient Approach

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Sep 19, 2023
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Meta-Learning Operators to Optimality from Multi-Task Non-IID Data

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Aug 08, 2023
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Protection Against Graph-Based False Data Injection Attacks on Power Systems

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Apr 21, 2023
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Learning Personalized Models with Clustered System Identification

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Apr 03, 2023
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Federated Temporal Difference Learning with Linear Function Approximation under Environmental Heterogeneity

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Feb 04, 2023
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