cs.AI updates on arXiv.org 10月01日
实时交互模拟空战系统
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本文提出一种允许人类用户与训练有素的战斗机控制智能体在模拟3D空战场景中进行实时交互的系统。该系统采用多智能体强化学习进行训练,并与VR-Forces工具无缝集成,实现混合模拟。该系统为人类-智能体团队合作、沉浸式训练和防御战术创新探索提供了新机遇。

arXiv:2509.26002v1 Announce Type: new Abstract: We present a system that enables real-time interaction between human users and agents trained to control fighter jets in simulated 3D air combat scenarios. The agents are trained in a dedicated environment using Multi-Agent Reinforcement Learning. A communication link is developed to allow seamless deployment of trained agents into VR-Forces, a widely used defense simulation tool for realistic tactical scenarios. This integration allows mixed simulations where human-controlled entities engage with intelligent agents exhibiting distinct combat behaviors. Our interaction model creates new opportunities for human-agent teaming, immersive training, and the exploration of innovative tactics in defense contexts.

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实时交互 模拟空战 强化学习 VR-Forces 智能体
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