Train Your Reinforcement Learning Agents at the OpenAI Gym

CUDA Spotlight, Deep Learning, Machine Learning, Reinforcement Learning

Nadeem Mohammad, posted Apr 27 2016

Today OpenAI, a non-profit artificial intelligence research company, launched OpenAI Gym, a toolkit for developing and comparing reinforcement learning algorithms. It supports teaching agents everything from walking to playing games like Pong or Go. OpenAI researcher John Schulman shared some details about his organization, and how OpenAI Gym will make it easier for AI researchers to design, iterate and improve their next generation

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OpenAI Creates a Gym to Train Your AI

News, Research, Higher Education / Academia, Machine Learning & Artificial Intelligence, Python, Robotics

Nadeem Mohammad, posted Apr 27 2016

Open AI, a non-profit artificial intelligence research company backed by Elon Musk, launched a toolkit for developing and comparing reinforcement learning algorithms. OpenAI Gym is a suite of environments that include simulated robotic tasks and Atari games as well as a website for people to post their results and share code. OpenAI researcher John Schulman

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Algorithm Achieves Better Accuracy Than Humans at Reading Lips

Research, Higher Education / Academia, Machine Learning & Artificial Intelligence, Tesla, Video Processing

Nadeem Mohammad, posted Apr 26 2016

Researchers at the University of East Anglia in the UK developed an algorithm that is able to interpret mouthed words with a greater degree of accuracy than human lip readers. Using Tesla K80 GPUs, the researchers trained a deep learning model to recognize mouth shapes corresponding to certain sounds as they are spoken, without any audio input

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Assessing Traumatic Brain Injuries with Deep Learning

News, Research, Image Processing, Machine Learning & Artificial Intelligence, Medical & Life Sciences, Neuroscience

Nadeem Mohammad, posted Apr 25 2016

More than one million athletes experience a concussion each year in the United States. Researchers from a California-based startup Neural Analytics have designed a portable headset device that maps blood flow in the brain, which may make it easier to recognize concussions. “There is growing evidence that concussions can change the blood flow in the

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Weekly Social Roundup

News, CUDA, cuDNN, Machine Learning & Artificial Intelligence, Medical & Life Sciences, Tesla

Nadeem Mohammad, posted Apr 22 2016

We love seeing all of the tweets from developers using NVIDIA GPUs – here are a few highlights from the week: Nvidia leading the way on AI infrastructure – "15B-transistor chip for deep learning" https://t.co/IvjwIkwXFh pic.twitter.com/JSmGPqKKeU — Chris Dixon (@cdixon) April 21, 2016 #DeepLearning SDK from #NVIDIA looks very cool -esp. the #cuDNN and #NCCL

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