A Fast Adaptive AUV Control Policy Based on Progressive Networks with Context Information

Deep reinforcement learning models have the advantage of being able to control nonlinear systems in an end-to-end manner. However, reinforcement learning controllers trained in simulation environments often perform poorly with real robots and are unable to cope with situations where the dynamics of...

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Bibliographic Details
Main Authors: Chunhui Xu, Tian Fang, Desheng Xu, Shilin Yang, Qifeng Zhang, Shuo Li
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/12/12/2159
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