machine learning

Is DeepMind’s new reinforcement learning system a step toward general AI?

Posted in Software on 5th Aug, 2021
by Alex Muller

The paper proves that if you can create a complex enough environment, design the right reinforcement learning architecture, and expose your models to enough experience , you’ll be able to generalize to various kinds of tasks in the same environment.

Developing a Virtual Environment To Spur Development Of Helpful Home Robots

Posted in Hardware, Software on 28th Oct, 2020
by Alex Muller

"Our ultimate goal is to build AI agents that can work with real humans. Our platform opens up exciting directions of future work, such as online goal inference and direct communication between agents," the researchers wrote

Machine learning Ai used to Predict Alzheimer's before symptoms develop

Posted in Medicine, Software on 23rd Oct, 2020
by Alex Muller

“One day, doctors might be able to use speech and blood tests in conjunction with each other, leveraging AI to help them predict the risk of Alzheimer’s disease and laying the groundwork for preventative measures.”

Deep Learning Networks Can’t Generalize; But They’re Learning From the Brain

Posted in Software on 11th Oct, 2019
by Alex Muller

Without a slew of correct assumptions to guide the deep neural nets in their learning, “generalization is impossible.”

Google’s highly scalable AI can generate convincingly humanlike speech

Posted in Software on 2nd Oct, 2019
by Alex Muller

Their model not only generates high-fidelity speech with “naturalness” but that it’s highly parallelizable, meaning it’s more easily trained across multiple machines compared with conventional alternatives.