BI 083 Jane Wang: Evolving Altruism in AI
Podcast |
Brain Inspired
Publisher |
Paul Middlebrooks
Media Type |
audio
Categories Via RSS |
Education
Natural Sciences
Science
Technology
Publication Date |
Sep 05, 2020
Episode Duration |
01:13:16

Jane and I discuss the relationship between AI and neuroscience (cognitive science, etc), from her perspective at Deepmind after a career researching natural intelligence. We also talk about her meta-reinforcement learning work that connects deep reinforcement learning with known brain circuitry and processes, and finally we talk about her recent work using evolutionary strategies to develop altruism and cooperation among the agents in a multi-agent reinforcement learning environment.

Related:

Timeline:

0:00 - Intro 3:36 - Skip Intro 4:45 - Transition to Deepmind 19:56 - Changing perspectives on neuroscience 24:49 - Is neuroscience useful for AI? 33:11 - Is deep learning hitting a wall? 35:57 - Meta-reinforcement learning 52:00 - Altruism in multi-agent RL

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