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Data Efficient Reinforcement Learning for Integrated Lateral Planning and Control in Automated Parking System

Reinforcement learning (RL) is a promising direction in automated parking systems (APSs), as integrating planning and tracking control using RL can potentially maximize the overall performance. However, commonly used model-free RL requires many interactions to achieve acceptable performance, and mod...

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Detalles Bibliográficos
Autores principales: Song, Shaoyu, Chen, Hui, Sun, Hongwei, Liu, Meicen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7766926/
https://www.ncbi.nlm.nih.gov/pubmed/33353153
http://dx.doi.org/10.3390/s20247297