Anima Anandkumar

2 Posts

Anima Anandkumar — The Power of Simulation: How simulation can be useful for supervised learning
Anima Anandkumar

Anima Anandkumar — The Power of Simulation: How simulation can be useful for supervised learning

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.

January 1, 20202 min read
Anima Anandkumar — The Power of Simulation: How simulation can be useful for supervised learning
Anima Anandkumar

Anima Anandkumar — The Power of Simulation: How simulation can be useful for supervised learning

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.

January 1, 20202 min read

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