Replica of the video game Pac-Man generated by a GAN
Nvidia

Playing With GANs

Generative adversarial networks don’t just produce pretty pictures. They can build world models, too. A GAN generated a fully functional replica of the classic video game Pac-Man.
2 min read
Information and images related to 6D-Pose Anchor-based Category-level Keypoint-tracker (6-PACK)
Nvidia

Deep Learning for Object Tracking

AI is good at tracking objects in two dimensions. A new model processes video from a camera with a depth sensor to predict how objects move through space.
2 min read
Capture of the report on trends in machine learning from market analyst CB Insights
Nvidia

Business Pushes the Envelope

The business world continues to shape deep learning’s future. Commerce is pushing AI toward more efficient consumption of data, energy, and labor, according to a report on trends in machine learning from market analyst CB Insights.
1 min read
Anima Anandkumar
Nvidia

Anima Anandkumar: The Power of Simulation

We’ve had great success with supervised deep learning on labeled data. Now it’s time to explore other ways to learn: training on unlabeled data, lifelong learning, and especially letting models explore a simulated environment before transferring what they learn to the real world.
2 min read
Information related to Implicit Reinforcement without Interaction at Scale (IRIS)
Nvidia

Different Skills From Different Demos

Reinforcement learning trains models by trial and error. In batch reinforcement learning (BRL), models learn by observing many demonstrations by a variety of actors. But what if one doctor is handier with a scalpel while another excels at suturing?
2 min read
Drone race
Nvidia

Autonomous Drones Ready to Race

Pilots in drone races fly souped-up quadcopters around an obstacle course at 120 miles per hour. But soon they may be out of a job, as race organizers try to spice things up with drones controlled by AI.
1 min read

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