AI & RoboticsNews

Ubisoft uses AI to teach a car to drive itself in a racing game

December 27, 2019
Reinforcement learning, an AI training technique that employs rewards to drive software policies toward goals, has been applied successfully to domains from industrial robotics to drug discovery. But while firms including OpenAI and Alphabet’s DeepMind have investigated its efficacy in video games like Dota 2, Quake III Arena, and StarCraft 2, few to date have studied its use under constraints…
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AI & RoboticsNews

Researchers want to use Mega Man 2 to evaluate AI

December 26, 2019
Games have long served as a training ground for AI algorithms, and not without good reason. Games — particularly video games — provide challenging environments against which to benchmark autonomous systems. In 2013, a team of researchers introduced the Arcade Learning Environment, a collection of over 55 Atari 2600 games designed to test a broad range of AI techniques. More recently, San…
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AI & RoboticsNews

AI year in review: Opportunities grow, but ethics loom large

December 23, 2019
VentureBeat is excited to announce VB Transform 2020, to be held July 15-16 in San Francisco, California. Register now for an early bird 40% discount. Artificial intelligence garnered a lot of attention from the usual players — governments, tech giants, and academics — throughout 2019. But it was also a big year for business AI, with even more growth expected ahead. In a March KPMG survey…
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AI & RoboticsNews

Tencent details how its MOBA-playing AI system beats 99.81% of human opponents

December 23, 2019
In August, Tencent announced it had developed an AI system capable of defeating teams of pros in a five-on-five match in Honor of Kings (or Arena of Valor, depending on the region). This was a noteworthy achievement — Honor of Kings occupies the video game subgenre known as multiplayer online battle arena games (MOBAs), which are incomplete information games in the sense that players are unaware…
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