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Comment on: Show HN: We built a camera only robot vacuum for less than 300$ (Well almost)

by ghm2199
Posted: Apr 8, 2026
Here is thought, this is a fixed 3d environment and you lack training data or at least an algorithm to train. Why not use RL to learn good trajectories? Like build a 3d environment of your home/room and generate images and trajectories in a game engine to generate image data to pretrain/train it, then for each run hand label only promising trajectories i.e. where the robot actually did better cleaning. That might make it a good RL exercise. You could also place some physical flags in the room that when the camera gets close enough it gets rewarded to automate these trajectory rewards.I would begin in one room to practice this.
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Posted: Apr 6, 2026