Podknife - BI 051 Jess Hamrick: Mental Simulation and Construction by Brain Inspired

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BI 051 Jess Hamrick: Mental Simulation and Construction

Podcast |: Brain Inspired
Publisher |: Paul Middlebrooks
Media Type |: audio
Podknife tags |: Artificial Intelligence,; Data Science,; Interview,; Machine Learning,; Neuroscience,; Philosophy,; Psychology,; Science & Medicine,; Technology
Categories Via RSS |: Education,; Natural Sciences,; Science,; Technology
Publication Date |: Oct 27, 2019
Episode Duration |: 01:28:21

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Jess and I discuss construction using graph neural networks. She makes AI agents that build structures to solve tasks in a simulated blocks and glue world using graph neural networks and deep reinforcement learning. We also discuss her work modeling mental simulation in humans and how it could be implemented in machines, and plenty more.

Show notes:

Jess’s website.
Follow her on twitter: @jhamrick
The papers we discuss or mention:
- Analogues of mental simulation and imagination in deeplearning.
- Structured agents for physical construction.
- Relational inductive biases, deep learning, and graph networks.
  - Build your own graph networks: Open source graph network library.

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