Efficient Reinforcement Learning from Demonstration via Bayesian Network-Based Knowledge Extraction

Reinforcement learning from demonstration (RLfD) is considered to be a promising approach to improve reinforcement learning (RL) by leveraging expert demonstrations as the additional decision-making guidance. However, most existing RLfD methods only regard demonstrations as low-level knowledge insta...

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Detalles Bibliográficos
Autores principales: Zhang, Yichuan, Lan, Yixing, Fang, Qiang, Xu, Xin, Li, Junxiang, Zeng, Yujun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8486502/
https://www.ncbi.nlm.nih.gov/pubmed/34603434
http://dx.doi.org/10.1155/2021/7588221

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8486502/
https://www.ncbi.nlm.nih.gov/pubmed/34603434
http://dx.doi.org/10.1155/2021/7588221

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