Search Results - "Liles IV, Joseph M."

Quantifying capability gaps via information relaxation and deep reinforcement learning in infinite-horizon Markov decision processes: A military air battle management application.

Authors: Liles IV, Joseph M. Robbins, Matthew J. Lunday, Brian J.

Source: Journal of the Operational Research Society; May2026, Vol. 77 Issue 5, p1322-1337, 16p

Improving defensive air battle management by solving a stochastic dynamic assignment problem via approximate dynamic programming.

Authors: Liles IV, Joseph M. Robbins, Matthew J. Lunday, Brian J.

Source: European Journal of Operational Research; Mar2023, Vol. 305 Issue 3, p1435-1449, 15p

Solving nonstationary Markov decision processes via contextual decomposition: A military air battle management application.

Authors: Liles IV, Joseph M. Robbins, Matthew J. Lunday, Brian J.

Source: Expert Systems with Applications; Dec2023, Vol. 233, pN.PAG-N.PAG, 1p