Games Like AI ROBO STADIUM

Learn Physical AI by playing

Physical AI is AI that moves a body in the real world. Many legged robots learn to walk this way: they fall over again and again in simulation and improve through reinforcement learning. AI ROBO STADIUM turns that reinforcement learning into a game. It is not an effect made to look like AI. PPO, a reinforcement learning algorithm also used in research, trains real neural networks inside your PC.

You teach. The AI learns to walk.

You decide what to reward and what to punish. How to drive the motors in the leg joints is something the AI figures out on its own by trial and error. A robot that keeps falling at first learns to climb over steps and up slopes as you move it on to harder practice grounds.

Teach with methods from legged robot research

Real reinforcement learning, running on your PC

Training runs on your PC's CPU. It needs no GPU and no Python setup. 64 robots practice at once in a normal run, and 128 in an overnight run. You can keep racing and wrestling while it trains, and training continues even after you close the game.

Compete with the AI you raised

New parts mean new training

Swap in a LiDAR, an IMU, foot contact sensors, wheels or upgraded motors. Bolting on a part does not make a robot stronger by itself. It has to learn to use the new loadout first.

Robots

The robots move in the game's physics simulation. Exporting a trained model to a real robot is not supported. The AI in this game is a neural network that learns how to move the robot's joints through reinforcement learning. It does not generate text or images.