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Curiosity-Driven Variational Autoencoder for Deep Q Network

In recent years, deep reinforcement learning (DRL) has achieved tremendous success in high-dimensional and large-scale space control and sequential decision-making tasks. However, the current model-free DRL methods suffer from low sample efficiency, which is a bottleneck that limits their performanc...

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Detalles Bibliográficos
Autores principales: Han, Gao-Jie, Zhang, Xiao-Fang, Wang, Hao, Mao, Chen-Guang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7206149/
http://dx.doi.org/10.1007/978-3-030-47426-3_59