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Tag Archives: Toyota Research Institute
MIT, Stanford and Toyota Research Institute Use AI to Predict Useful Life of Batteries.They lasted from 150 to 2300 cycles.
After the researchers trained their machine learning model with a few hundred million data points, the algorithm predicted how many more cycles each battery would last, based on voltage declines and a few other factors among the early cycles. The predictions were within 9% of the actual cycle life. Separately, the algorithm categorized batteries as either long or short life expectancy based on just the first five charge/discharge cycles. Here, the predictions were correct 95% of the time. Continue reading
Toyota Research Institute Autonomous Vehicle 2.0 Shown at Prius Challenge. This One is Engineered by Toyota
The autonomous vehicle systems are costly and computationally complex, centering deeply on machine vision and machine learning. Continue reading
Toyota Research Inst. Claims Advances in Home Use Robotics
As TRI shows in a new video, this system allows robots to make generalizations in a range of scenarios, including in different homes. The somewhat humorous video (comments welcomed here by the non-androids of AutoInformed), released on National Selfie Day, shows these new capabilities on film, as the un-named robot is seen recording itself as it performs these new skills around a house. It is less cranky, humoours and personable than R2-D2, a tough act to follow for anyone competing in the Artoo-Detoo defined field. After all, it was developed by engineers, not Hollywood – Where is George Lucas when you need him? Continue reading →