Agustin Castellano

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Reinforcement Learning

Approximate Dynamic Programming

Top Venues

Publications

Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
Learning safety critics via a non-contractive binary bellman operator. CoRR (2024)
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
Learning Safety Critics via a Non-Contractive Binary Bellman Operator. ACSSC (2023)
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
Learning to Act Safely With Limited Exposure and Almost Sure Certainty. IEEE Trans. Autom. Control. 68 (5) (2023)
Agustin Castellano, Hancheng Min, Enrique Mallada, Juan Andrés Bazerque
Reinforcement Learning with Almost Sure Constraints. L4DC (2022)
Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
Learning to be safe, in finite time. ACC (2021)
Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
Model-free safe policy learning via hard action barrier functions. CISS (2021)
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
Learning to Act Safely with Limited Exposure and Almost Sure Certainty. CoRR (2021)
Agustin Castellano, Hancheng Min, Juan Andrés Bazerque, Enrique Mallada
Reinforcement Learning with Almost Sure Constraints. CoRR (2021)
Agustin Castellano, Camila Martínez, Pablo Monzón, Juan Andrés Bazerque, Andrés Ferragut, Fernando Paganini
Quadratic approximate dynamic programming for scheduling water resources: a case study. CoRR (2020)
Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
Learning to be safe, in finite time. CoRR (2020)
Agustin Castellano, Juan Andrés Bazerque, Enrique Mallada
Assured RL: Reinforcement Learning with Almost Sure Constraints. CoRR (2020)
Agustin Castellano, Juan Andrés Bazerque
Learning the operation of energy storage systems from real trajectories of demand and renewables. ISGT (2020)