Agustin Castellano

14 papers C 1Misc 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Data-driven Acceleration of MPC with Guarantees.
CoRR
Agustin Castellano, Shijie Pan, Enrique Mallada
2025 J jnl
Learning Reachability of Energy Storage Arbitrage.
CoRR
Tomás Tapia, Agustin Castellano, Enrique Mallada, Yury Dvorkin
2024 J jnl
Learning safety critics via a non-contractive binary bellman operator.
CoRR
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
2023 Misc conf
Learning Safety Critics via a Non-Contractive Binary Bellman Operator.
ACSSC
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
2023 J jnl
Learning to Act Safely With Limited Exposure and Almost Sure Certainty.
IEEE Trans. Autom. Control.
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
2022 — conf
Reinforcement Learning with Almost Sure Constraints.
L4DC
Agustin Castellano, Hancheng Min, Enrique Mallada, Juan Andrés Bazerque
2021 J jnl
Learning to Act Safely with Limited Exposure and Almost Sure Certainty.
CoRR
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
2021 C conf
Learning to be safe, in finite time.
ACC
Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
2021 Misc conf
Model-free safe policy learning via hard action barrier functions.
CISS
Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
2021 J jnl
Reinforcement Learning with Almost Sure Constraints.
CoRR
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
2020 J jnl
Assured RL: Reinforcement Learning with Almost Sure Constraints.
CoRR
Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
2020 — conf
Learning the operation of energy storage systems from real trajectories of demand and renewables.
ISGT
Agustin Castellano, Juan Andrés Bazerque
2020 J jnl
Learning to be safe, in finite time.
CoRR
Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
2020 J jnl
Quadratic approximate dynamic programming for scheduling water resources: a case study.
CoRR
Agustin Castellano, Camila Martínez, Pablo Monzón, Juan Andrés Bazerque, Andrés Ferragut, Fernando Paganini