IEEE

State-split deep reinforcement learning approach to weapon target assignment problem

Abstract: In this study, a novel deep reinforcement learning (DRL) algorithm is proposed to deal with the weapon target assignment (WTA) problem, which takes the unmanned aerial vehicle (UAV) safety ...
IEEE

Ising Machine Approach to the Lecturer–Student Assignment Problem

Abstract: Ising machines are efficient solvers for combinatorial optimization problems (COPs). After mapping COPs to Quadratic Unconstrained Binary Optimization (QUBO) problems, Ising machines search ...