These robots are learning the old-fashioned way—by playing

Robots in the Berkeley Artificial Intelligence Research (BAIR) Lab

12/19/2018 California Magazine - Unlike most robots, the ones in the Berkeley Artificial Intelligence Research (BAIR) Lab haven’t been programmed to perform a specific task. Instead, they’ve been programmed to learn new stuff by observation or through physical trial and error.

Turning cars into robot traffic managers

Thumbnail of video: Alex Bayen introduces Flow

10/29/2018 - Berkeley transportation researchers are addressing the emerging era of smart vehicles with a project that uses machine learning to manage traffic where autonomous, semi-autonomous and manned vehicles share the road. They presented their project, called Flow, at the Conference on Robotic Learning.

Berkeley researchers to help develop trustworthy machine learning systems

Cybersecurity abstract mage

10/24/2018 - Berkeley engineers, led by computer sciences professor Dawn Song, are part of the new Center for Trustworthy Machine Learning funded by the National Science Foundation. The NSF center, led by Pennsylvania State University and announced today, will focus on developing secure systems in the era of machine learning models. The center will receive $10 million over five years.