Neural Ninjas ยท Reinforcement Learning Basics

The Maze Runner Puppy ๐Ÿถ

No teacher. No labels. Just points for good moves and pain for bad ones.

๐Ÿถ
Woof! I'm Robo-Rover. I have never seen this maze before in my life.
๐Ÿ“ฆ Step 1 โ€” The Zero-Knowledge Start

Robo-Rover has zero instructions and zero map. Watch what pure, clueless trial-and-error actually looks like.

๐Ÿ‹๏ธ Step 2 โ€” The Scoreboard Memory

Robo-Rover now runs the maze hundreds of times in the background, remembering every reward and punishment. Watch snapshots of its progress.

โšก Speed: 10x
๐Ÿš€ Step 3 โ€” The Flawless Run

Speed back to normal. Let's watch the fully-trained Robo-Rover use everything it learned โ€” no more randomness, just its best strategy.