Today's release consists of a thousand environments including Flash games, browser tasks, and games like slither.io and GTA V. Universe works by automatically launching the program behind a VNC remote desktop - it doesn't need special access to program internals, source code, or bot APIs. With Universe, any program can be turned into a Gym environment.
In April, we launched Gym, a toolkit for developing and comparing reinforcement learning (RL) algorithms. We must train AI systems on the full range of tasks we expect them to solve, and Universe lets us train a single agent on any task a human can complete with a computer.Ī sample of Universe game environments played by human demonstrators. Universe allows an AI agent to use a computer like a human does: by looking at screen pixels and operating a virtual keyboard and mouse. We're releasing Universe, a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.
