Search Results for author: Binyu Wang

Found 2 papers, 1 papers with code

See What the Robot Can't See: Learning Cooperative Perception for Visual Navigation

no code implementations1 Aug 2022 Jan Blumenkamp, QingBiao Li, Binyu Wang, Zhe Liu, Amanda Prorok

We consider the problem of navigating a mobile robot towards a target in an unknown environment that is endowed with visual sensors, where neither the robot nor the sensors have access to global positioning information and only use first-person-view images.

Imitation Learning Navigate +1

Mobile Robot Path Planning in Dynamic Environments through Globally Guided Reinforcement Learning

1 code implementation11 May 2020 Binyu Wang, Zhe Liu, Qing-Biao Li, Amanda Prorok

Path planning for mobile robots in large dynamic environments is a challenging problem, as the robots are required to efficiently reach their given goals while simultaneously avoiding potential conflicts with other robots or dynamic objects.

reinforcement-learning Reinforcement Learning (RL)

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