Pieter Abbeel, Professor at UC Berkeley shares how his Artificial Intelligence lab is using NVIDIA GPUs and deep reinforcement learning to enable a robot to learn on its own.
Abbeel’s robotics work was recently highlighted in Rolling Stone’s story “Inside the Artificial Intelligence Revolution: A Special Report, Pt. 1”.
The video demonstrates how their robot BRETT learns by playing with children’s toys, such as learning how to stack and sort blocks. In just fifteen minutes the robot is able to successfully figure out how to place the block in the matching hole.
For more details about deep reinforcement learning, read the published papers by Peter Abbeel.
Share your GPU-accelerated science with us at http://nvda.ly/Vpjxr and with the world on #ShareYourScience.
Watch more scientists and researchers share how accelerated computing is benefiting their work at http://nvda.ly/X7WpH
Share Your Science: Robots Thinking More Like Humans with Deep Reinforcement Learning
Apr 07, 2016
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AI-Generated Summary
- Pieter Abbeel's Artificial Intelligence lab at UC Berkeley uses NVIDIA GPUs and deep reinforcement learning to enable a robot to learn on its own.
- The robot BRETT learns by playing with children's toys, such as stacking and sorting blocks, and figures out how to place a block in the matching hole in fifteen minutes.
- Abbeel's robotics work was highlighted in a Rolling Stone story on the artificial intelligence revolution.
Next Steps
- Read the published papers by Peter Abbeel for more details about deep reinforcement learning.
- Share your GPU-accelerated science at http://nvda.ly/Vpjxr and with the world on #ShareYourScience.
- Watch more scientists and researchers share how accelerated computing benefits their work at http://nvda.ly/X7WpH.
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