OpenAI, the nonprofit artificial intelligence research company established last year with backing from several Silicon Valley figures, today announced its first product: a proving ground for algorithms for reinforcement learning, which involves training machines to do things based on trial and error. OpenAI is releasing tools you can run locally to test out algorithms in various "environments" -- including Atari games like Air Raid, Breakout, and Ms. Pacman -- and a Web service for sharing test results. The system automatically scores evaluations and also seeks to have results reviewed and reproduced by other people. "We originally built OpenAI Gym as a tool to accelerate our own RL research. We hope it will be just as useful for the broader community," OpenAI's Greg Brockman and John Schulman wrote in a blog post. To be sure, there are other online places for showing off algorithms, including Algorithmia.

Tesla and SpaceX owner Elon Musk, is now establishing an artificial intelligence'gym' for developers to train their AI systems through a series of games and challenges. Under Musk's 1 billion non-profit OpenAI initiative, the gym is now available as open source code and provides'environments' for developers to test their new AI bots. This includes 59 Atari games including the popular Alien, Air Raid, Asteroids and Pac-Man. The results from these test environments will be compiled by OpenAI into a list of the top performing systems. Instead of ranking the AIs by high scores, the systems will be judged on versatility.

This tutorial doesn't seem to be linked from any of their pages, but was mentioned in their chat. It's very concise, but covers some key concepts related to Deep RL, and has exercises that can be implemented using the gym environment.

Last December, Tesla CEO Elon Musk teamed up with Y Combinator president Sam Altman and former Google Brain Team scientist Ilya Sutskever to launch OpenAI, a 1 billion non-profit organization dedicated to furthering our understanding of artificial intelligence with a promise to share its research openly with the world. Today, it's taken its first step in that direction by launching a free toolkit for developers to build and train their own AI bots with games and algorithmic challenges. Some of the biggest names in tech are coming to TNW Conference in Amsterdam this May. The OpenAI Gym, currently in beta, includes environments to simulate situations for your AI to learn from, as well as a site to compare and reproduce results. The tools are designed for use with Reinforcement Learning (RL), one of the technologies used to develop Google's AlphaGo AI that defeated Go world champion Lee Se-Dol recently.

That's because artificial intelligence programs, like the tech industry itself, suffer from a diversity problem. OpenAI says there are essentially two problems with programming A.I. right now: There's not enough variety, and the language to communicate with other developers is not the same.

In any scientific arena, good research is able to be replicated. If others can mimic your experiment and get the same results, that bodes well for the validity of the finding. And if others can tweak your study to get better results, that's of even more benefit to the community. These ideas are the driving force behind OpenAI Gym, a new platform for artificial intelligence research. OpenAI, announced earlier this year, is the brainchild of Elon Musk, Y Combinator's Sam Altman, and former Googler Ilya Sutskever.

The next big trend in AI looks likely to be computers and robots that teach themselves through trial and error. Elon Musk and Sam Altman (of Y Combinator) caused a stir last December by luring several high-profile researchers to join OpenAI, a billion-dollar nonprofit dedicated to releasing cutting-edge artificial intelligence research for free. Today the nonprofit released the first fruits of its work, and it suggests that kind of learning will be important for the future of AI. The nonprofit has released a tool called OpenAI Gym for developing and comparing different so-called reinforcement learning algorithms, which provide a way for a machine to learn through positive and negative feedback. This week OpenAI also announced two new recruits, including Pieter Abbeel, an associate professor at Berkeley and a leading expert on applying reinforcement learning to robots. OpenAI Gym includes code and examples to help others get started with reinforcement learning.

The Friday afternoon news dump, a grand tradition observed by politicians and capitalists alike, is usually supposed to hide bad news. So it was a little weird that Elon Musk, founder of electric car maker Tesla, and Sam Altman, president of famed tech incubator Y Combinator, unveiled their new artificial intelligence company at the tail end of a weeklong AI conference in Montreal this past December. But there was a reason they revealed OpenAI at that late hour. It wasn't that no one was looking. It was that everyone was looking. When some of Silicon Valley's most powerful companies caught wind of the project, they began offering tremendous amounts of money to OpenAI's freshly assembled cadre of artificial intelligence researchers, intent on keeping these big thinkers for themselves. The last-minute offers--some made at the conference itself--were large enough to force Musk and Altman to delay the announcement of the new startup.

The Friday afternoon news dump, a grand tradition observed by politicians and capitalists alike, is usually supposed to hide bad news. So it was a little weird that Elon Musk, founder of electric car maker Tesla, and Sam Altman, president of famed tech incubator Y Combinator, unveiled their new artificial intelligence company at the tail end of a weeklong AI conference in Montreal this past December. But there was a reason they revealed OpenAI at that late hour. It wasn't that no one was looking. It was that everyone was looking. When some of Silicon Valley's most powerful companies caught wind of the project, they began offering tremendous amounts of money to OpenAI's freshly assembled cadre of artificial intelligence researchers, intent on keeping these big thinkers for themselves. The last-minute offers--some made at the conference itself--were large enough to force Musk and Altman to delay the announcement of the new startup.

The Friday afternoon information dump, a grand custom noticed by politicians and capitalists alike, is often presupposed to disguise unhealthy information. So it was a little bit bizarre that Elon Musk, founder of electrical automotive maker Tesla, and Sam Altman, president of famed tech incubator Y Combinator, unveiled their new synthetic intelligence firm on the tail finish of a weeklong AI convention in Montreal this previous December. However there was a cause they revealed OpenAI at that late hour. It wasn't that nobody was wanting. It was that everybody was trying. When a few of Silicon Valley's strongest firms caught wind of the venture, they started providing great quantities of cash to OpenAI's freshly assembled cadre of synthetic intelligence researchers, intent on maintaining these huge thinkers for themselves. The last-minute gives--some made on the convention itself--have been massive sufficient to power Musk and Altman to delay the announcement of the brand new startup.