Search Results for author: Vishnu D. Sharma

Found 2 papers, 1 papers with code

Graph Neural Networks for Decentralized Multi-Robot Submodular Action Selection

1 code implementation18 May 2021 Lifeng Zhou, Vishnu D. Sharma, QingBiao Li, Amanda Prorok, Alejandro Ribeiro, Pratap Tokekar, Vijay Kumar

We demonstrate the performance of our GNN-based learning approach in a scenario of active target tracking with large networks of robots.

Decision Making Motion Planning

Risk-Aware Planning and Assignment for Ground Vehicles using Uncertain Perception from Aerial Vehicles

no code implementations25 Mar 2020 Vishnu D. Sharma, Maymoonah Toubeh, Lifeng Zhou, Pratap Tokekar

Deep learning techniques can be used for semantic segmentation of the aerial image to create a cost map for safe ground robot navigation.

Robotics

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