Your playground for machine learning

Tackle the world's most exciting simulation challenges with the community.

Simulation competitions

Submit an agent to compete against others in a simulated environment. Join to improve your skills and win prizes.

Next matches run in... 2d 17h 34m

Bomberland

A 2D multi-agent environment inspired by Bomberman. Learn more →

#reinforcementlearning #gridworld #games
Coming soon

Games, physics problems, real-world challenges, and more.

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Explore any strategy.
From tree search to deep reinforcement learning.

Flexible

Use any language, framework, or library.

Forward model simulators

No need to recreate the world environment for tree search and machine learning agents.

Starter kits

Build your first agent using one of our provided (or community-contributed) starter kits:

Showcase your best creations

Every season we run tournaments and casted livestreams to showcase the top teams.

Ready to get started?

Create your free account and join the community:

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