Tag: Deep Learning

Reinforcement Learning

by on July 30, 2017 7:57 am
In the previous lecture professor Barreto gave an overview of artificial intelligence. The lecture encompassed a variety of techniques though one in particular seems to be increasingly prevalent in the media and peaked my interest, “reinforcement learning”.Having limited exposure to machine learning I wanted to learn more about how reinforcement learning works, what differentiates it… Read more Reinforcement Learning

Tesla Autopilot Illustrates the Urgent Need for More Data Efficient Artificial Intelligence

by on July 17, 2017 10:51 pm
In April 2018 Tesla CEO Elon Musk predicted that within two years drivers will be able to sleep in their Teslas while driving https://www.ted.com/talks/elon_musk_the_future_we_re_building_and_boring. One of the key catalysts behind the rapid progress in autonomous driving is the increasing amount of collected driving data. With every new mile Tesla gathers more data that can help… Read more Tesla Autopilot Illustrates the Urgent Need for More Data Efficient Artificial Intelligence

Google’s AI: From DeepMind to One Model

by on July 14, 2017 11:37 am
One of the most memorable events in AI history was IBM’s Deep Blue beating chess champion Garry Kasparov. In March 2016 history was rewritten as Google’s AlphaGo beat Go master Lee Sedol, then in May 2017 beating Go champion Ke Jie. Although AlphaGo’s win was all over the news and reached many people with its… Read more Google’s AI: From DeepMind to One Model

Brains vs computers?

by on July 14, 2017 10:42 am
Computers are incredibly fast, accurate, and stupid. Human beings are incredibly slow, inaccurate, and brilliant. Together they are powerful beyond imagination.” Quote attributed to Albert Einstein. This article aims at introducing the ambiguous relationship between human brains and modern computers. Brains vs computers How different are they? How can one help another? Although they both… Read more Brains vs computers?

New Product breakthroughs with recent advances in deep learning and future business opportunities

by on July 6, 2017 4:58 pm
Even though artificial intelligence was introduced in the early fifties, It has only been made attainable very recently thanks to the recent advances in deep learning, artificial neural networks, increased performance of transistors, latest advancements in GPUs, TPUs, and CPUs. Before going over the role of artificial intelligence (AI) and machine learning (ML) in Google… Read more New Product breakthroughs with recent advances in deep learning and future business opportunities