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A Hierarchical Path Planning Approach with Multi-SARSA Based on Topological Map
In this paper, a novel path planning algorithm with Reinforcement Learning is proposed based on the topological map. The proposed algorithm has a two-level structure. At the first level, the proposed method generates the topological area using the region dynamic growth algorithm based on the grid ma...
Autores principales: | Wen, Shiguang, Jiang, Yufan, Cui, Ben, Gao, Ke, Wang, Fei |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8954451/ https://www.ncbi.nlm.nih.gov/pubmed/35336535 http://dx.doi.org/10.3390/s22062367 |
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