SnapNav: learning mapless visual navigation with sparse directional guidance and visual reference

Learning-based visual navigation still remains a challenging problem in robotics, with two overarching issues: how to transfer the learnt policy to unseen scenarios, and how to deploy the system on real robots. In this paper, we propose a deep neural network based visual navigation system, SnapNav....

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Bibliographic Details
Main Authors: Xie, L, Markham, A, Trigoni, N
Format: Conference item
Language:English
Published: IEEE 2020