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Blizzard and Google's DeepMind join forces for Starcraft II
DeepMind will not build an unstoppable AI on its own. Instead, both companies will release a series of programming tools on early 2017 that will allow researchers and hobbyist around the world build and train their bots to play Starcraft II. Google's DeepMind researcher Orion Vinyals made the announcement during BlizzCon 2016 at Anaheim, California. Vinyals was the top-ranked SC2 player in Spain's leaderboards before becoming a top scientist in the British AI startup. Vinyals believes the results of the investigation could translate to the real life.
After mastering Go, these computers are learning to play StarCraft
Earlier this year, researchers' artificial intelligence beat a human in the dazzlingly complex board game known as Go. It was a milestone in machine learning. Now, the same Google-backed researchers who designed AlphaGo have their sights set on dominating a new game: Starcraft, the classic computer strategy game that has attracted millions of fans, some of whom duel online in professional tournaments hosted by real-life sports leagues. Researchers from U.K.-based DeepMind want to train a bot that can play StarCraft II in real time -- making decisions about which military units to send on scouting missions, and how to allocate resources and ultimately conquer other players. Beginning next year, the game will serve as a research platform for any AI researcher who wants to use it, potentially allowing myriad player-algorithms to train off of the same game.
DeepMind and Blizzard team up, Mozilla introduces FlyWeb, and Samsung set to launch new AI digital assistant--SD Times news digest: Nov. 7, 2016 - SD Times
DeepMind and Blizzard Entertainment are collaborating to open up StarCraft II to artificial intelligence and machine learning researchers globally. According to a DeepMind blog post by research scientist Oriol Vinyais, StarCraft II continues the series' renowned eSports tradition, as the original StarCraft was played in the late 1990s yet remains popular today. StarCraft is a good testing environment to work with because it provides a "useful bridge to the messiness of the real world," and the skills needed to play in this environment could transfer easily to real-world tasks, wrote Vinyais. DeepMind is looking to work with Blizzard in order to create "curriculum" scenarios, which means researchers will be faced with complex tasks that researchers will need to complete in order to get an agent up and running. Agents will play directly from pixels, and to get DeepMind there, a new image-based interface that outputs a simplified low-resolution RGB image data for the map and minimap was created, according to Vinyais.
DeepMind AI to play videogame to learn about world - BBC News
Google's DeepMind is teaming up with the makers of the StarCraft video game to train its artificial intelligence systems. The AI systems "playing" the game will need to learn strategies similar to those that humans need in the real world, DeepMind said. Its ultimate aim is to develop artificial intelligence that could solve any problem. It has previously taught algorithms to play a range of Atari computer games. StarCraft II, made by developer Blizzard, is a real-time strategy game in which players control one of three warring factions - humans, insects or alien elves.
Google Deepmind AI Is Preparing To Beat Humans At Starcraft II
Blizzard made a very curious announcement about Starcraft II at BlizzCon 2016. Instead of a new expansion pack, the game is instead being opened up to Google's Deepmind project; and will teach the AI system how to play an RTS. Deepmind made headlines earlier this year when its AlphaGo AI managed to beat a world class Go player; a feat that was believed to be impossible. The number of possible actions in Go was originally thought to be too great for a computer to calculate within the time constraints of a professional match. Despite this, Deepmind pulled off a 4 – 1 victory over Lee Sedol.
Facebook's AI guru thinks DeepMind is too far away from the 'mothership'
DeepMind, the AI research lab in London that was acquired by Google in 2014 for a reported £400 million, faces one big problem, according to Professor Yann LeCun, who heads up Facebook's AI research group. Notably, LeCun believes that DeepMind, which employs over 250 people and today sits under Alphabet (Google's parent company), is too far away from California. "The challenge I think that DeepMind has is that it's geographically separated from the mothership in California and that makes it very difficult to build technology that can be used in products," LeCun told Business Insider during an interview in London last week. "So it pushes DeepMind to some extent to try to survive on its own." DeepMind declined to comment on this story but it would likely argue that being based in the UK is not a barrier when it comes to working with product and research teams across Google and the rest of the Alphabet group.
Google's DeepMind Takes On A Bigger Challenge: Can AI Be Tuned To Beat Humans In 'StarCraft II'?
AlphaGo, the artificial intelligence program powered by Google's DeepMind, defeated South Korean world Go champion Lee Sedol convincingly with a 4-1 score earlier in the year. It seems that DeepMind is now moving on to a bigger challenge, going from an ancient board game into a modern strategy video game. At the ongoing BlizzCon 2016, Blizzard and Google announced a collaboration to open up StarCraft II as an AI and machine learning environment for researchers around the world. StarCraft II is one of the most fiercely competitive video games that is played professionally, and according to the DeepMind team, it will provide an interesting testing environment for research in AI as it "provides a useful bridge to the messiness of the real-world." "The skills required for an agent to progress through the environment and play StarCraft well could ultimately transfer to real-world tasks," said Oriol Vinyals, a research scientist for DeepMind who was once the top-ranked player of the game in Spain.
Next AI challenge: Computers take on StarCraft
From Chess to Go, board games have been the first frontier of artificial intelligence research for decades. Now, the team at Google's DeepMind wants to take AI to a whole new level in order to beat the online strategy game, StarCraft II. DeepMind announced its decision to partner with StarCraft's creator, Blizzard, at a conference in California. The two groups say that they look forward to programming a computer to react to strategic problems in real time. "DeepMind is on a scientific mission to push the boundaries of AI, developing programs that can learn to solve any complex problem without needing to be told how," wrote DeepMind in a blog post.
Can Google's DeepMind AI Win In 'StarCraft II' Tournament?
The Google logo is displayed at the Google headquarters in Mountain View, California. Blizzard and Google are inviting developers to experiment with artificial intelligence in the game "StarCraft II." According to VentureBeat, Google and Blizzard announced their collaboration at the BlizzCon fan event in Anaheim, California, on Friday, Nov. 4. Google's DeepMind AI division explains the partnership on a blog post that clarifies why "StarCraft II" has been chosen for machine-learning research. Google's blog post states that "StarCraft" provides a useful bridge to the real-world, making an interesting testing environment for current AI research.
Best of the web: Artificial Intelligence news for November 5, 2016
Speaking to PCGamesN's dedicated Blizzard reporter Ben Barrett, lead designer for Diablo 3 Kevin Martens said the end-game dungeons would be getting tweaks under the hood for monster behaviour – as well as giving you a bonus roll on legendary gems at the end if you survive without dying to "reward you for doing well instead of punishing you for doing poorly". DeepMind, a world leader in artificial intelligence (AI) research, announced a collaboration with the US video game developer Blizzard Entertainment to open up the real-time strategy game'StarCraft II' to AI and Machine Learning. At this week's BlizzCon convention in California, game developer Blizzard announced that it would release tools to allow third parties to teach artificial intelligences to play the real-time wargame Starcraft II. The tools are being developed in collaboration with Google's DeepMind team, and will use the DeepMind platform. Back in March of this year, Google DeepMind had its AI system, AlphaGo, "sit down" with international Go champion Lee Sedol in a 5-game Go match with a purse of a cool $1 million.