StarCraft II[1] is a complex video game that requires much strategic skill, and as it turns out, it can even help developers in training artificial intelligence to learn the skills used by humans while playing the game. After announcing the collaboration last year, Google's[2] subsidiary DeepMind[3], which is known for its work in the field of AI, has now released a set of tools along with Blizzard Entertainment[4] that are expected accelerate AI research with help from the real-time strategy game.
The set of tools released by DeepMind[5] include several elements from the game that can help in development of artificial intelligence. This includes a large dataset of replays from StarCraft II that has been taken from professional matches and a set of mini-games that can help in development of AI in one particular aspect among the numerous elements within the game, as pointed out in a report[6] by The Verge.
Among the released tools, there is an API that allows AI agents to play the game with same contraints as humans and the data collected is then passed on to the researchers. This means that the AI is not able to see the entire map or move within the map with as much swiftness as an agent can actually do.
"This API also exposes a sandbox for the community to experiment with, using both learning based AI and scripted AI to build new tools that can benefit the StarCraft II and AI communities," Blizzard Entertainment said in its post[7] regarding the release.
In its own blog post[8], DeepMind explains the reasons behind choosing StarCraft II as an AI research environment,...