Search Results for author: Nikhil Das

Found 2 papers, 2 papers with code

DiffCo: Auto-Differentiable Proxy Collision Detection with Multi-class Labels for Safety-Aware Trajectory Optimization

1 code implementation15 Feb 2021 Yuheng Zhi, Nikhil Das, Michael Yip

The objective of trajectory optimization algorithms is to achieve an optimal collision-free path between a start and goal state.

Autonomous Navigation in Unknown Environments using Sparse Kernel-based Occupancy Mapping

2 code implementations5 Feb 2020 Thai Duong, Nikhil Das, Michael Yip, Nikolay Atanasov

This paper focuses on real-time occupancy mapping and collision checking onboard an autonomous robot navigating in an unknown environment.

Autonomous Navigation

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