Machine Learning | Age of Robots

Dr Rafael Felix Alves on Generalised Zero-Shot Learning

Posted by Age of Robots | Sep 12, 2020 | Machine Learning |

Today I talk to Rafa Felix about his work at the Australian Institute for Machine Learning on...

Evolutionary Learning in Robotics

Posted by Admin | Jun 10, 2020 | Machine Learning, Video |

Dr David Howard on evolutionary machine learning in robotics My name is David Howard, I’m a...

What is Neuromorphic Computing?

Posted by Matthew Dahlitz | May 14, 2020 | Machine Learning |

FROM THE ARCHIVES What is Neuromorphic Computing?

The Bridge Between Neuroscience and Artificial Intelligence is Rebuilt by Researchers

Posted by Age of Robots | May 9, 2020 | Machine Learning |

The bridge between experimental neuroscience and advanced artificial intelligence learning algorithms have been successfully rebuilt by researchers. They were able to demonstrate a new accelerated brain-inspired learning mechanism, conducting new types of experiments on neuronal cultures. For instance, the artificial task of handwritten digit recognition’s success rates substantially outperformed commonly-used machine learning algorithms when the mechanism was utilized.

Predicting Reaction Results: Machines Learn Chemistry

Posted by Age of Robots | Mar 25, 2020 | Machine Learning |

Chemists and computer scientists develop artificial intelligence.

Have We Passed The Turing Test?

Posted by Peter Stratton | Feb 23, 2020 | Machine Learning, Video |

TOWARD SINGULARITY from Dahlitz Media on Vimeo.

AI Writing Code

Posted by Admin | Jun 23, 2019 | Machine Learning |

Of all jobs artificial intelligence will soon have the capacity to help with, perhaps the most...

STELLAR System Will Enable Autonomous Systems to Learn for Life

Posted by Age of Robots | Aug 14, 2018 | Machine Learning |

HRL Laboratories Joins DARPA’s Lifelong Learning Machines (L2M) Program to Develop Breakthrough Machine-Learning Architecture that Remembers Mistakes, Improves, and Evolves Over Its Lifetime.

Eagle-eyed machine learning algorithm outdoes human experts

Posted by Age of Robots | Aug 8, 2018 | Machine Learning |

Researchers have trained computers to quickly and consistently detect and analyze microscopic radiation damage to materials under consideration for nuclear reactors. And the computers bested humans in this arduous task.

New algorithm limits bias in machine learning

Posted by Age of Robots | Aug 6, 2018 | Machine Learning |

Researchers have found that machine learning can produce unfair determinations in certain contexts, such as hiring someone for a job.

First machine learning method capable of accurate extrapolation

Posted by Age of Robots | Jul 25, 2018 | Machine Learning |

Scientists develop new machine learning method that can make robots safer. New method provides simpler and more intuitive models of physical situations.

Machine learning helps to predict the treatment outcomes of schizophrenia

Posted by Age of Robots | Jul 18, 2018 | Machine Learning |

U of A research building better tools for diagnosis and treatment of mental health disorders.

Teaching chores to an artificial agent

Posted by Age of Robots | Jun 19, 2018 | Machine Learning |

Activity simulator could eventually teach robots tasks like making coffee or setting the table.

Face recognition for galaxies: Artificial intelligence brings new tools to astronomy

Posted by Age of Robots | May 8, 2018 | Machine Learning |

A ‘deep learning’ algorithm trained on images from cosmological simulations has been surprisingly successful at classifying real galaxies in Hubble images.

Machine-learning system processes sounds like humans do

Posted by Age of Robots | Apr 30, 2018 | Machine Learning |

Neuroscientists train a deep neural network to analyze speech and music.

Computer searches telescope data for evidence of distant planets

Posted by Age of Robots | Apr 26, 2018 | Machine Learning |

Machine-learning system uses physics principles to augment data from NASA crowdsourcing project.

Teaching quantum physics to a computer

Posted by Age of Robots | Mar 20, 2018 | Machine Learning |

An international collaboration led by ETH physicists has used machine learning to teach a computer how to predict the outcomes of quantum experiments. The results could prove to be essential for testing future quantum computers.

UTSA researchers want to teach computers to learn like humans

Posted by Age of Robots | Mar 17, 2018 | Machine Learning |

A new study by Paul Rad, assistant director of the UTSA Open Cloud Institute, and Nicole Beebe, Melvin Lachman Distinguished Professor in Entrepreneurship and director of the UTSA Cyber Center for Security and Analytics, describes a new cloud-based learning platform for artificial intelligence (A.I.) that teaches machines to learn like humans.

Berkeley Lab ‘Minimalist Machine Learning’ Algorithms Analyze Images From Very Little Data

Posted by Age of Robots | Mar 9, 2018 | Machine Learning |

CAMERA researchers develop highly efficient convolution neural networks tailored for analyzing experimental scientific images from limited training data.