#177 – Risto Miikkulainen: Neuroevolution and Evolutionary Computation
Lex Fridman Podcast
00:00
Neural Evolution: Merging Intelligence and Adaptation
This chapter explores the innovative intersection of neural networks and evolutionary computation, highlighting how evolution can enhance neural network construction, especially when traditional methods fall short. It discusses the optimization of complex deep learning designs through evolutionary strategies, the challenges of defining search spaces, and the dynamic adaptation of neural networks in various contexts, including Tesla's Autopilot. Additionally, the dialogue touches on the integration of language and vision in AI, as well as the theoretical implications of evolving languages for communication between humans and AI.
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