Universe | OpenAI

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. Universe allows an AI agent⁠ (opens in a new window) to use a computer like a human does: by looking at screen pixels and operating a virtual keyboard and mouse. 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. In April, we launched Gym⁠, a toolkit for developing and comparing reinforcement learning⁠ (RL) algorithms. With Universe, any program can be turned into a Gym environment. Universe works by automatically launching the program behind a VNC⁠ (opens in a new window) remote desktop—it doesn’t need special access to program internals, source code, or bot APIs. Today’s release consists of a thousand environments⁠ (opens in a new window) including Flash games⁠ (opens in a new window) , browser ta

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. Universe allows an AI agent⁠ (opens in a new window) to use a computer like a human does: by looking at screen pixels and operating a virtual keyboard and mouse. 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. In April, we launched Gym⁠, a toolkit for developing and comparing reinforcement learning⁠ (RL) al