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IEEE TNNLS

IEEE Transactions on Neural Networks and Learning Systems · 期刊 · Machine Learning

2026-02-19 至 2026-02-19 共收录 1
2402.00468 2026-02-19 cs.AI

RadDQN: a Deep Q Learning-based Architecture for Finding Time-efficient Minimum Radiation Exposure Pathway

RadDQN:一种基于深度Q学习的架构,用于寻找时间高效且辐射暴露最小的路径

Biswajit Sadhu, Trijit Sadhu, S. Anand

机构 * Health Physics Division, Health Safety and Environment Group, Bhabha Atomic Research Center, Mumbai – 400085, India(健康物理学部、健康安全与环境组、Bhabha原子研究中心,印度孟买,400085) Birla Institute of Technology, PILANI, Rajasthan – 333031, India(比拉理工学院,印度帕利尼,拉贾斯坦,333031)

AI总结 RadDQN是一种基于深度Q学习的架构,通过辐射感知奖励函数和优化探索策略,提升无人机在辐射区域中的路径规划效率和辐射防护能力。

Comments 12 pages, 7 main figures, code link (GitHub)

Journal ref IEEE Transactions on Neural Networks and Learning Systems ( Volume: 36, Issue: 9, September 2025), Page(s): 15951 - 15962

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