nimiCurtis/pilot_bc
Pilot Behavior Cloning: An imitation learning method for learning tracking skills from human demonstrations.
This project helps you train autonomous robots to follow people and navigate surroundings by imitating human-recorded visual demonstrations. You provide videos of a human guiding a robot, and the system outputs a 'policy' that enables your robot to replicate that navigation behavior. This is ideal for robotics researchers and developers creating mobile robot applications for tasks like delivery, security, or assistive technologies.
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Use this if you need to quickly teach a mobile robot complex navigation skills by simply demonstrating the desired behavior with a camera, without manual programming or detailed environmental mapping.
Not ideal if you need a robot to perform precise, pre-defined industrial tasks that require exact spatial coordinates or a system that operates without any visual input.
Stars
19
Forks
1
Language
Python
License
Apache-2.0
Category
Last pushed
Jan 11, 2025
Commits (30d)
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