An open-source AI playground

AIX Assorted Artificial Intelligence Labs

Play games against agents that learn, peek inside neural nets as they read handwritten digits, and tinker with the math underneath. Pick a lab and jump in. No sign-up needed.

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7 labs
7 open right now
0 sign-ups required

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Games

RPS Agent Lab

Throw rock, paper, or scissors against agents that learn your habits.

Stable gameplay, supervised training, RL, and benchmarks.

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Machine learning

Deep RL Lab

Land lunar modules and train robot arms with deep reinforcement learning.

AIX portal for the separate DRL sister app: TOC, orientation, and launch links.

Open Deep RL Lab

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Games

Connect4

Drop discs against Connect4 agents and watch them forecast your next move.

Connect4 gameplay, supervised training, and RL experiments.

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Games

Clue

Crack the case at a table of human sleuths and probabilistic AI detectives.

Classic Clue board play with filtered private state, public discussion, and mixed human/AI seats.

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Machine learning

Double-digits

Watch a neural net read handwritten digits, then do arithmetic with them.

Guided handwritten-digit lab from single digits to two-digit composition and arithmetic scenes.

Open Double-digits

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Math & geometry

Euclidyne

Play Euclid's algorithm like an instrument: ratios, gears, and rhythm.

Instrument-lab explorations into Euclid, ratios, and rhythm.

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Math & geometry

Polyfolds

Unfold polyhedra into flat nets and learn which ones truly fold back up.

Standalone polyhedral net classification and repair lab.

Open Polyfolds