54 min listen
BI 045 Raia Hadsell: Robotics and Deep RL
FromBrain Inspired
ratings:
Length:
77 minutes
Released:
Aug 28, 2019
Format:
Podcast episode
Description
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Show notes:
Raia and I discuss her work at DeepMind figuring out how to build robots using deep reinforcement learning to do things like navigate cities and generalize intelligent behaviors across different tasks. We also talk about challenges specific for embodied AI (robots), how much of it takes inspiration from neuroscience, and lots more.
Raia’s website. Follow her on Twitter: @RaiaHadsell Papers relevant to our discussion: Learning to Navigate in Cities without a Map. Overcoming catastrophic forgetting in neural networks. Progressive neural networks. A few Talks: Deep reinforcement learning in complex environments. Progressive Nets & Transfer. The new Neuro-AI conference she's starting with Tony Zador and Blake Richards:From Neuroscience to Artificially Intelligent Systems (NAISys)
Show notes:
Raia and I discuss her work at DeepMind figuring out how to build robots using deep reinforcement learning to do things like navigate cities and generalize intelligent behaviors across different tasks. We also talk about challenges specific for embodied AI (robots), how much of it takes inspiration from neuroscience, and lots more.
Raia’s website. Follow her on Twitter: @RaiaHadsell Papers relevant to our discussion: Learning to Navigate in Cities without a Map. Overcoming catastrophic forgetting in neural networks. Progressive neural networks. A few Talks: Deep reinforcement learning in complex environments. Progressive Nets & Transfer. The new Neuro-AI conference she's starting with Tony Zador and Blake Richards:From Neuroscience to Artificially Intelligent Systems (NAISys)
Released:
Aug 28, 2019
Format:
Podcast episode
Titles in the series (100)
BI 008 Joshua Glaser: Supervised ML for Neuroscience: Mentioned in the show The two papers we discuss: The Roles of Supervised Machine Learning in Systems Neuroscience Machine learning for neural decoding Kording lab, where Josh did his PhD work by Brain Inspired