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Fast traversability estimation for wild visual navigation
J Frey, M Mattamala, N Chebrolu, C Cadena… - ar** for locomotion and navigation using gpu
Perceiving the surrounding environment is crucial for autonomous mobile robots. An
elevation map provides a memory-efficient and simple yet powerful geometric represen …
elevation map provides a memory-efficient and simple yet powerful geometric represen …
Evora: Deep evidential traversability learning for risk-aware off-road autonomy
Traversing terrain with good traction is crucial for achieving fast off-road navigation. Instead
of manually designing costs based on terrain features, existing methods learn terrain …
of manually designing costs based on terrain features, existing methods learn terrain …
[PDF][PDF] A Survey on Terrain Traversability Analysis for Autonomous Ground Vehicles: Methods, Sensors, and Challenges.
Understanding the terrain in the upcoming path of a ground robot is one of the most
challenging problems in field robotics. Terrain and traversability analysis is a …
challenging problems in field robotics. Terrain and traversability analysis is a …
Locomotion policy guided traversability learning using volumetric representations of complex environments
Despite the progress in legged robotic locomotion, autonomous navigation in unknown
environments remains an open problem. Ideally, the navigation system utilizes the full …
environments remains an open problem. Ideally, the navigation system utilizes the full …
Roadrunner-learning traversability estimation for autonomous off-road driving
Autonomous navigation at high speeds in off-road environments necessitates robots to
comprehensively understand their surroundings using onboard sensing only. The extreme …
comprehensively understand their surroundings using onboard sensing only. The extreme …
A Review on Traversability Risk Assessments for Autonomous Ground Vehicles: Methods and Metrics
Evaluating the risk associated with operations is an essential element of safe planning and
an essential prerequisite in mobile robotics. This issue is very broad, with numerous …
an essential prerequisite in mobile robotics. This issue is very broad, with numerous …