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Target‐driven visual navigation in indoor scenes using reinforcement learning and imitation learning

Abstract Here, the challenges of sample efficiency and navigation performance in deep reinforcement learning for visual navigation are focused and a deep imitation reinforcement learning approach is proposed. Our contributions are mainly three folds: first, a framework combining imitation learning w...

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Detalhes bibliográficos
Main Authors: Qiang Fang, Xin Xu, Xitong Wang, Yujun Zeng
Formato: Artigo
Idioma:Inglês
Publicado em: Wiley 2022-06-01
Colecção:CAAI Transactions on Intelligence Technology
Assuntos:
Acesso em linha:https://doi.org/10.1049/cit2.12043
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