Learning Upper-Level Policy using Importance Sampling-based Policy Search Method. - Jose Pastor; Henry Díaz; Leopoldo Armesto; Alicia Esparza; Antonio Sala 001 (ICSC, 2018)

A linear programming methodology for approximate dynamic programming. - Henry Díaz; Antonio Sala 001; Leopoldo Armesto (Int. J. Appl. Math. Comput. Sci., 2020)

Fitted Q-Function Control Methodology Based on Takagi-Sugeno Systems. - Henry Díaz; Leopoldo Armesto; Antonio Sala 001 (IEEE Trans. Control. Syst. Technol., 2020)

Hierarchical Reinforcement Learning for Air-to-Air Combat. - Adrian P. Pope; Jaime S. Ide; Daria Micovic; Henry Díaz; David Rosenbluth; Lee Ritholtz; Jason C. Twedt; Thayne T. Walker; Kevin Alcedo; Daniel Javorsek (CoRR, 2021)

Multi-Object Tracking with Deep Learning Ensemble for Unmanned Aerial System Applications. - Wanlin Xie; Jaime S. Ide; Daniel Izadi; Sean Banger; Thayne T. Walker; Ryan Ceresani; Dylan Spagnuolo; Christopher Guagliano; Henry Díaz; Jason C. Twedt (CoRR, 2021)

Hierarchical Reinforcement Learning for Air Combat at DARPA's AlphaDogfight Trials. - Adrian P. Pope; Jaime S. Ide; Daria Micovic; Henry Díaz; Jason C. Twedt; Kevin Alcedo; Thayne T. Walker; David Rosenbluth; Lee Ritholtz; Daniel Javorsek (IEEE Trans. Artif. Intell., 2023)