Computer Sciences
A team of AI researchers at Google's DeepMind project have developed a type of AI system that is able to demonstrate social learning capabilities. In their paper published in the journal Nature Communications, the group describes ...
Computer Sciences
When machine learning algorithms and other computational tools started becoming increasingly advanced, many computer scientists set out to test their capabilities by training them to compete against humans at different games. ...
Computer Sciences
AI-powered robots are generally trained in simulation environments before they are tested and introduced in real-world settings. These environments allow developers to safely test their machine learning techniques on a variety ...
Computer Sciences
How does a gambler maximize winnings from a row of slot machines? This is the inspiration for the "multi-armed bandit problem," a common task in reinforcement learning in which "agents" make choices to earn rewards. Recently, ...
Aug 21, 2023
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68
Automotive
Researchers at the University of California (UC), Berkeley, have recently developed a generative model that can predict the sequential motions of pairs of interacting agents, including self-driving vehicles as well as vehicles ...
Computer Sciences
Researchers have made news in letting their AI ambitions play out a formidable game of hide and seek with formidable results. The agents' environment had walls and movable boxes for a challenge where some were the hiders ...
Computer Sciences
When it comes to games such as chess or Go, artificial intelligence (AI) programs have far surpassed the best players in the world. These "superhuman" AIs are unmatched competitors, but perhaps harder than competing against ...
Oct 4, 2021
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454
Software
Humans are innately able to reason about the behaviors of different physical objects in their surroundings. These physical reasoning skills are incredibly valuable for solving everyday problems, as they can help us to choose ...
Computer Sciences
A novel system developed by MIT researchers automatically "learns" how to schedule data-processing operations across thousands of servers—a task traditionally reserved for imprecise, human-designed algorithms. Doing so ...
Aug 22, 2019
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49
Robotics
In recent years, deep learning algorithms have achieved remarkable results in a variety of fields, including artistic disciplines. In fact, many computer scientists worldwide have successfully developed models that can create ...
