J Li, G Wu, L Wang - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
This paper provides an overview of the weapon target assignment problem, which aims to optimize the assignment of weapons to targets in order to maximize weapon damage to …
G Wang, F Wang, J Wang, M Li, L Gai, D Xu - Aerospace Science and …, 2024 - Elsevier
This paper introduces a collaborative allocation model designed for multiple UAVs and diverse targets in maritime combat situations. The model incorporates factors such as …
X Zuo, P Zhang, HY Li, ZG Liu - Evolving Systems, 2024 - Springer
Multi-agent reinforcement learning is a varied and highly active field of research. The idea of parameter sharing or experience sharing has recently been introduced into multi-agent …
In multi-agent systems, the Dynamic Distributed Constraint Optimisation Problem (D-DCOP) framework is pivotal, allowing for the decomposition of global objectives into agent …
X Liao, KD Hoang - Applied Sciences, 2024 - mdpi.com
Distributed Constraint Optimization Problems (DCOPs) are an efficient framework widely used in multi-agent collaborative modeling. The traditional DCOP framework assumes that …
N Xu, M Sun, Z Shi, J Zhang - Engineering Computations, 2024 - emerald.com
Purpose Firepower conflicts usually decay the firepower plan's enforceability, thus incurring high survival risks. Previous studies have shown little attention to avoiding firepower …
M Byun, H Na, ILC Moon - 2023 IEEE International Conference …, 2023 - ieeexplore.ieee.org
This paper proposes a time-efficient model for solving the Weapon-target assignment (WTA) problem with actor-critic reinforcement learning. While typical heuristic algorithms and …
G Merkulov, E Iceland, S Michaeli… - AIAA SCITECH 2024 …, 2024 - arc.aiaa.org
Multiple-missile attack is one of the simplest ways to saturate and overcome a missile defense system. To increase intercept efficiency against such groups of attackers, it is …