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the decades progress in AI has been measured by how well weve succeeded in playing the game to the humans play weve already created systems that can learn to master chess and go and many people views starcraft as the next grand challenge for the AI community a couple of months ago we made an explicit choice to try and scale up and speed up the Starcraft project the way we went about that was you have different versions of the agent compete against each other on something we call the alpha star League this one learning to beat that one this one learning to beat that one and that leads them to improve rapidly over time and discover new strategies the wave played you could see it was getting Starcraft has imperfect information and is played in real time it also requires long-term planning and the ability to choose what action to take from millions and millions of possibilities [Music] we were able to be Danny the best the mind starcraft2 player that definitely exceeded expectations the