Generative AI
Elon Musk Opens Training Gym to Make AI Programs Smarter
SpaceX and Tesla Motors boss Elon Musk has open-sourced OpenAI Gym, which is a kind of training gym for artificial intelligence programs. The virtual gym is created to help computer programmers improve their AI systems. The gym is under Musk's OpenAI, an artificial intelligence research organization supported by over 1 billion in commitments. OpenAI is Elon Musk's nonprofit dedicated to releasing cutting-edge AI research for free. It is also backed by other Silicon Valley heavies, including LinkedIn's Reid Hoffman, Y-Combinator founders Jessica Livingston and Sam Altman, PayPal cofounder Peter Thiel and Stripe's Greg Brockman.
OpenAI Gym Gives Reinforcement Learning A Work Out
The big problem is that reinforcement learning is a difficult technique to characterise. Put simply an RL system learns not by being told how close it is the the desired result, but by receiving rewards based on its behaviour. Of course this is largely how we learn and if it can be made to work efficiently it promises us not just effective AI but new knowledge. For example AlphaGo taught itself to play Go and in the process discovered for itself approaches to Go that humans had ignored.
Elon Musk's AI group has set up a "gym" to train bots
Earlier this week, OpenAI, the nonprofit research group with billion-dollar backing from Elon Musk and other tech luminaries, launched its first program. It's called OpenAI Gym, and it's meant to be used as a benchmarking tool for artificial intelligence programs. Musk once said he thought truly artificial intelligent agents could be more harmful to the human race than nuclear weapons. When OpenAI was launched in December, its stated goal was to "advance digital intelligence in the way that is most likely to benefit humanity as a whole, unconstrained by a need to generate financial return." Which sounds a lot like an AI version of Google's long-held mantra: "Don't be evil."
Elon Musk opens virtual gym to train your robots
High-tech entrepreneur Elon Musk has launched an open-source training "gym" for artificial-intelligence programmers. It's an interesting move for a man who in 2014 said artificial intelligence, or A.I., will pose a threat to the human race. "I think we should be very careful about artificial intelligence," Musk said about a year and a half ago during an MIT symposium. "If I were to guess at what our biggest existential threat is, it's probably that... with artificial intelligence, we are summoning the demon. In all those stories with the guy with the pentagram and the holy water, and he's sure he can control the demon. Today, Musk is moving to help programmers use A.I. and machine learning to build smart robots and smart devices. "We're releasing the public beta of OpenAI Gym, a toolkit for developing and comparing reinforcement learning (RL) algorithms," wrote Greg Brockman, OpenAI's CTO, and John Schulman, a scientist working with OpenAI, in a blog post . "We originally built OpenAI Gym as a tool to accelerate our own RL research.
Elon Musk's AI initiative opened an online dojo
The firm says it launched this is because progress made in reinforcement learning lags for a few reasons. Firstly, OpenAI notes that existing, open-source testing environments lack diversity and are difficult to set up and use. What's more, there's a dearth of standardization, which makes reproducing the tests -- key for any sort of academic research -- between different projects in an apples to apples way pretty hard to do.
OpenAI wants you to train your AI bots with Atari games
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. RL works on the principle that a bot will receive a reward every time it completes an action successfully โ similar to how you might train a dog.
An Artificial Intelligence Startup Backed by Elon Musk Has Launched a 'Gym' For Developers
OpenAI, a 1 billion ( 687 million) artificial intelligence company backed by Elon Musk, has built a "gym" where developers can train their AI systems to get smarter. Using OpenAI's open source toolkit, available for download now, developers can access "environments" where they can test their AI bots. The OpenAI Gym, currently in beta, provides a number of environments, including more than 50 Atari games, such as "Space Invaders," "Pong," "Asteroids" and "Pac-Man". Developers can also test their AIs on board games like Go, which was recently mastered by an agent built by London startup Google DeepMind. "Over time, we plan to greatly expand this collection of environments," wrote OpenAI's Greg Brockman and John Schulman in a blog post.
Elon Musk opens AI GYM to train machines on Atari games
Elon Musk's OpenAI has created a'gym' to let developers train their AI systems on Atari games. The open source code, which is still in development, includes'environments' to create situations in which AI can learn. The environments include playing classic board games, controlling a robot in simulation and playing 59 Atari games like Asteroids, Air Raid, Pac-Man, Space Invaders and Pitfall. The hope is that the tasks will give OpenAI and others a way to rank and improve various AI approaches, and unveil new ways to teach machines to learn. OpenAI will also feature a leaderboard of the most successful systems.
Elon Musk Opens 'Gym' For AIs To Train With Retro Video Games
Tech billionaire Elon Musk's artificial intelligence company has opened up a virtual'gym' to enable developers to train their AIs using vintage video games like Pac-Man. OpenAI launched the open source code workout spot in order to offer'environments' in which tech boffins can test their AIs. The environments on offer include a range of 59 classic Atari games such as Pong and Asteroids. The code-based gym also includes the strategy board game Go. Google's DeepMind AI software recently beat the reigning human Go champion in a series of matches.