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Deep Reinforcement Learning Based Weapon-Target Assignment to Support Military Decision-Making

Jaehwi Lee Chanin Eom Kyeongsoo Kim Hyunsu Kang Minhae Kwon

Vol. 50, No. 6, pp. 884-895, Jun. 2025

10.7840/kics.2025.50.6.884

Weapon-target assignment

Deep Reinforcement Learning

Markov Decision Process (MDP)

Deep Deterministic Policy Gradient (DDPG)

Twin delayed DDPG (TD3)

A Survey on Weapon-Target Assignment for Realistic Battlefield Environments: From Exact Algorithm to Deep Reinforcement Learning

Chanin Eom Jaehwi Lee Minhae Kwon
Vol. 50, No. 2, pp. 205-216, Feb. 2025

10.7840/kics.2025.50.2.205

Military decision-making

Weapon-target assignment

Intelligent command decision

Deep Reinforcement Learning

Heuristic Algorithm