Michele Pasin / Quotes

Reinforcement learning inspired by the brain

DeepMind’s algorithm is directly inspired by theories about how the human brain stores, retrieves, and learns information—called reinforcement learning. The founder of the company, Demis Hassabis, is himself a neuroscientist who began his career as a game developer. Using insights from neuroscience, he proposes to solve the problem of intelligence. Even though DeepMind’s AI can only play relatively simple video games at this point, the implications for autonomous computer systems are enormous. These theoretical breakthroughs and practical successes all contribute to the growing chorus of voices announcing the advent of the age of superintelligence.

Saved 27 January 2018 / www.amazon.com ↗

#machine-learning #neuroscience #artificial-intelligence #learning

Machine intelligence

I mean “machine intelligence” as a unifying term for what others call machine learning and artificial intelligence. (Some others have used the term before…

Shivon Zilis - Machine Intelligence #machine-learning #artificial-intelligence #intelligence #learning #technology

Machine learning spans symbols and networks

Machine Learning is a branch of AI that spans both the classical symbolic approach and connectionism. Here, models of learning capture the ability of an agent…

Introducing Artificial Intelligence (Henry Brighton and Howard Selina) #machine-learning #connectionism #learning #artificial-intelligence

Data science as a way out of academia

The most accessible job to a typical physicist cum programmer goes by the job title Data Scientist. It's also one of the more high paying jobs in technology…

How To Leave Academia #programmers #data-scientists #machine-learning #learning #jobs

A program can outplay its designer

This victory of machine over man is widely cited, and for good reason. It demonstrates an important lesson: the capabilities of an artificial agent are not…

Introducing Artificial Intelligence (Henry Brighton and Howard Selina) #machine-learning #artificial-intelligence #game #programming

Samuel's checkers program learns to win

As a result of learning from its experience, the program carried on improving quickly and soon beat a checkers champion. The champion remarked after defeat in…

Introducing Artificial Intelligence (Henry Brighton and Howard Selina) #machine-learning #game #artificial-intelligence

Descartes' error: emotion supports reason

The legacy of Descartes has also come under attack in neuroscience, explicitly so in the case of Antonio Damasio, who called one of his books Descartes’…

The Ego Trick (baggini, Julian) #emotions #reasoning #body #neuroscience