Autonomous Maneuver Decision-Making Through Curriculum Learning and Reinforcement Learning With Sparse Rewards

Reinforcement learning is an effective approach for solving decision-making problems. However, when using reinforcement learning to solve maneuver decision-making with sparse rewards, it costs too much time for training, and the final performance may not be satisfactory. In order to overcome the sho...

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Bibliografiske detaljer

Principais autores:	Yujie Wei, Hongpeng Zhang, Yuan Wang, Changqiang Huang
Format:	Artigo
Sprog:	Inglês
Udgivet:	IEEE 2023-01-01
Serier:	IEEE Access
Fag:	Maneuver decision-making curriculum learning reinforcement learning sparse rewards
Online adgang:	https://ieeexplore.ieee.org/document/10188394/
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