Search Results for author: Sebastian Perez-Salazar

Found 3 papers, 1 papers with code

On First-Order Meta-Reinforcement Learning with Moreau Envelopes

no code implementations20 May 2023 Mohammad Taha Toghani, Sebastian Perez-Salazar, César A. Uribe

We provide a detailed analysis of the MEMRL algorithm, where we show a sublinear convergence rate to a first-order stationary point for non-convex policy gradient optimization.

Meta Reinforcement Learning reinforcement-learning

Differentially Private Online Submodular Maximization

no code implementations24 Oct 2020 Sebastian Perez-Salazar, Rachel Cummings

Our algorithms contains $k$ ordered experts that learn the best marginal item to select given the items chosen her predecessors, while maintaining privacy of the functions.

Dynamic Resource Allocation in the Cloud with Near-Optimal Efficiency

1 code implementation7 Sep 2018 Ishai Menache, Sebastian Perez-Salazar, Mohit Singh, Alejandro Toriello

To ensure these service requirements, cloud offerings often come with a service level agreement (SLA) between the provider and the users.

Data Structures and Algorithms Distributed, Parallel, and Cluster Computing Computer Science and Game Theory

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