Aerospace and Mechanical Insider on MSN
Hierarchical reinforcement learning boosts air defense efficiency
Modern air defense confrontations demand rapid, precise task assignments in environments where threats evolve within seconds.
Abstract: This paper proposes an adaptive hierarchical particle swarm optimization enhanced proximal policy optimization (AHPSO-PPO) framework. This framework addresses key challenges in reinforcement ...
Abstract: Existing wireless sensor network(WSN) coverage optimization algorithm often suffer from local optimization problems, leading to suboptimal results and numerous coverage blind spots. This ...
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