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Algorithm AI-Cognition

by   -   February 26, 2015

mind-AI-intelligence-learning-data-brainIn episode five of Talking Machines, we hear the first part of our conversation with Geoffrey Hinton (Google and University of Toronto), Yoshua Bengio (University of Montreal) and Yann LeCun (Facebook and NYU). Ryan introduces us to the ideas in tensor factorization methods for learning latent variable models (which is both a tongue twister and and one of the new tools in ML). To find out more on the topic take a look at the work of Daniel HsuAnimashree Anandkumar and Sham M. Kakade Plus we take a listener question about just where statistics stops and machine learning begins.

by   -   February 26, 2015

A new paper from Google’s DeepMind team indicates that their technology is a “novel artificial agent” that combines two existing forms of brain-inspired machine intelligence: a deep neural network and a reinforcement-learning algorithm.

by   -   February 23, 2015

Robotics and AI were important themes at the World Economic Forum in Davos this year. Ken Goldberg, who was invited to speak at the forum, shares his experience of the event. Check out his WEF talk below.

In this video lecture Fabio Bonsignorio talks about novel ideas that might just lead to a paradigm change robotics that will allow us to apply robot systems to natural environments, and not just factories where systems are operated and controlled by professionals.

by   -   February 12, 2015

wimlIn episode four we talk with Hanna Wallach, of Microsoft Research. She’s also a professor in the Department of Computer Science, University of Massachusetts Amherst and one of the founders of Women in Machine Learning (better known as WiML). We take a listener question about scalability and the size of data sets. And Ryan takes us through topic modeling using Latent Dirichlet allocation (say that five times fast). 

Researchers improve artificial intelligence algorithms for semi-autonomous vehicles.

Researchers have developed a new approach that allows a robot to plan its activity to accomplish an assigned task.

by   -   January 29, 2015

On episode three of Talking Machines we sit down with Kevin Murphy, who is currently a research scientist at Google. We talk with him about the work he’s doing there on the Knowledge Vault, his textbook, "Machine Learning: A Probabilistic Perspective", and how to learn about machine learning.

by   -   January 15, 2015

mind-AI-intelligence-learning-data-brainRobohub is excited to bring you our newest series – the Talking Machines podcast. Hosted by Katherine Gorman and Ryan Adams, Talking Machines is your window into the world of machine learning. You can catch new episodes every two weeks on Thursdays.

Today on Talking Machines we hear from Google researcher Ilya Sutskever about his work, how he became interested in machine learning, and why it takes a little bit of magical thinking.

by   -   January 1, 2015

AI_evolution_dataRobohub is excited to bring you our newest series – the Talking Machines podcast. Hosted by Katherine Gorman and Ryan Adams, Talking Machines is your window into the world of machine learning. You can catch new episodes every two weeks on Thursdays.

In the first episode of Talking Machines we meet our hosts, Katherine Gorman (nerd, journalist) and Ryan Adams (nerd, Harvard computer science professor), and explore some of the interviews you’ll be able to hear this season. Today we hear some short clips on big issues, we’ll get technical, but today is all about introductions.

by   -   November 24, 2014

A new book on artificial intelligence as an existential risk - titled SuperIntelligence, Paths, Dangers, Strategies - has been in the headlines since Tesla CEO Elon Musk said in an interview that AI is nothing short of a threat to humanity. But Artificial Intelligence may be one of the areas where we overreact.

by   -   November 11, 2014

Recently there has been a spate of articles in the mainstream press, and a spate of high profile people who are in tech but not AI, speculating about the dangers of malevolent AI being developed, and how we should be worried about that possibility. I say, relax. Chill. This all comes from some fundamental misunderstandings of the nature of the undeniable progress that is being made in AI.

by   -   November 4, 2014

Chappie_Movie

A new action/sci-fi thriller by Neill Blomkamp (District 9, Elysium) is due in theatres March 6, 2015. Starring Sharlto Copley, Hugh Jackman, Dev Patel, and Sigourney Weaver, Chappie follows an experimental humanoid as it learns to think and feel for itself, and explores the resulting awe and fear that comes from the humans that encounter it on its path to “the next step in evolution”. Watch the trailer.

by   -   October 27, 2014

oxford_university

In January, 2014, Google acquired London-based DeepMind Technologies for $643 million. Now it is adding to that purchase with two more companies, ten new hires and a substantial contribution to Oxford University.



Robots Podcast: Nylon fishing line actuator
October 31, 2014



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