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07/07/2023
BOF-UCB: A Bayesian-Optimistic Frequentist Algorithm for Non-Stationary Contextual Bandits
We propose a novel Bayesian-Optimistic Frequentist Upper Confidence Boun...
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01/30/2023
PAC-Bayesian Soft Actor-Critic Learning
Actor-critic algorithms address the dual goals of reinforcement learning...
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06/22/2022
How to Combine Variational Bayesian Networks in Federated Learning
Federated Learning enables multiple data centers to train a central mode...
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03/02/2022
Continual Learning of Multi-modal Dynamics with External Memory
We study the problem of fitting a model to a dynamical environment when ...
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06/02/2021