publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. l4dc2026.pdf
    Data-driven Acceleration of MPC with Guarantees
    Agustin Castellano, Shijie Pan, and Enrique Mallada
    Learning for Dynamics and Control, 2026
  2. reachability-energy-storage.png
    Learning Reachability of Energy Storage Arbitrage
    Tomás Tapia, Agustin Castellano, Enrique Mallada, and Yury Dvorkin
    Power Systems Computation Conference (PSCC), 2026

2025

  1. nonparametric-policy.gif
    Nonparametric Policy Improvement in Continuous Action Spaces via Expert Demonstrations
    Agustin Castellano, Sohrab Rezaei, Jared Markowitz, and Enrique Mallada
    Reinforcement Learning Journal, 2025

2023

  1. tac.png
    Learning to act safely with limited exposure and almost sure certainty
    Agustin Castellano, Hancheng Min, Juan Bazerque, and Enrique Mallada
    In Transactions on Automatic Control (TAC) , May 2023
  2. asilomar.gif
    Learning Safety Critics via a Non-Contractive Binary Bellman Operator
    Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, and Enrique Mallada
    In 2023 57th Asilomar Conference on Signals, Systems, and Computers , May 2023

2022

  1. l4dc.gif
    Reinforcement Learning with Almost Sure Constraints
    Agustin Castellano, Hancheng Min, Juan Bazerque, and Enrique Mallada
    In Learning for Dynamics and Control , May 2022

2021

  1. acc.png
    Learning to be safe, in finite time
    Agustin Castellano, Juan Bazerque, and Enrique Mallada
    In 2021 American Control Conference (ACC) , May 2021
  2. msc.pdf
    Optimization of Energy Storage in Power Systems
    Agustin Castellano
    Facultad de Ingenieria, UdelaR, Uruguay , May 2021

2020

  1. tdla.gif
    Quadratic approximate dynamic programming for scheduling water resources: a case study
    Agustin Castellano, Camila Martı́nez, Pablo Monzón, Juan Andrés Bazerque , and 2 more authors
    In 2020 IEEE PES Transmission Distribution Conference and Exhibition - Latin America , May 2020
  2. isgt.pdf
    Learning the operation of energy storage systems from real trajectories of demand and renewables
    Agustin Castellano, and Juan Bazerque
    In 2020 IEEE Power Energy Society Innovative Smart Grid Technologies Conference (ISGT) , May 2020