Arcade maze + self-training ML

Maze Muncher ML

Play manually or hand the turn to the ML bot. The learner now trains itself from rewards: dots, survival, energizers, bonuses, and getting caught.

Ready?

Use arrow keys or WASD. Eat dots, dodge hunters, and collect energizers.

Score 0

Level 1

Lives 3

Dots Left 0

Learner

Move Brain

0%

Total samples: 0
Rewarded moves: 0
Penalized moves: 0
Last lesson: None yet
Cloud sync: Local only

How It Learns

Play manually with arrows or WASD.
Every turn creates a training sample automatically.
Dots, survival, energizers, and bonuses reward recent moves.
Getting caught penalizes the recent moves that led there.
If the ML bot loses all lives, it starts a new run by itself.
Press M or the ML Bot Turn button to let it play.
Supabase cloud sync keeps the learner samples after refreshes and closed tabs.