Agustin Castellano

According to our database, Agustin Castellano authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Learning to Act Safely With Limited Exposure and Almost Sure Certainty.

Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada

IEEE Trans. Autom. Control., May, 2023

Learning Safety Critics via a Non-Contractive Binary Bellman Operator.

Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Reinforcement Learning with Almost Sure Constraints.

Agustin Castellano, Hancheng Min, Enrique Mallada, Juan Andrés Bazerque

Proceedings of the Learning for Dynamics and Control Conference, 2022

2021

Model-free safe policy learning via hard action barrier functions.

Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada

Proceedings of the 55th Annual Conference on Information Sciences and Systems, 2021

Learning to be safe, in finite time.

Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada

Proceedings of the 2021 American Control Conference, 2021

2020

Assured RL: Reinforcement Learning with Almost Sure Constraints.

Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada

CoRR, 2020

Quadratic approximate dynamic programming for scheduling water resources: a case study.

Agustin Castellano, Camila Martínez, Pablo Monzón, Juan Andrés Bazerque, Andrés Ferragut, Fernando Paganini

CoRR, 2020

Learning the operation of energy storage systems from real trajectories of demand and renewables.

Agustin Castellano, Juan Andrés Bazerque

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020