#51 - Gato, first steps into a General AI.

An episode of the Life with AI podcast, hosted by Filipe Lauar, titled "#51 - Gato, first steps into a General AI." was published on May 19, 2022 and runs 16 minutes.

May 19, 2022 ·16m · Life with AI

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Summary

Hey guys, in this episode I talk about Gato, a new DeepMind algorithm that is capable of solving more than 600 completely different tasks. This algorithm is for sure a first step to achieve general artificial intelligence, because with only 1 algorithm with 1 set of parameters is able to solve tasks like play games like Atari, caption images, chat with humans (chatbot) e even control a robotic arm to move some blocks. Paper: https://arxiv.org/pdf/2205.06175.pdf DeepMind's blog post about the paper: https://www.deepmind.com/publications/a-generalist-agent Episode about Reinforcement Learning: https://open.spotify.com/episode/2w088ECqtC0CVuAe9l25A2?si=886d21cbbc8f4757 Episode about Transformers: https://open.spotify.com/episode/5qdXu3Y2aq2z6EqMGoM5YW?si=6e8d1139c04c4338 Episode about Vision Transformers: https://open.spotify.com/episode/7xcdNNkvLKjq8QBozluATo?si=952a89557afe4be8 Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai

Episode Description

Hey guys, in this episode I talk about Gato, a new DeepMind algorithm that is capable of solving more than 600 completely different tasks. This algorithm is for sure a first step to achieve general artificial intelligence, because with only 1 algorithm with 1 set of parameters is able to solve tasks like play games like Atari, caption images, chat with humans (chatbot) e even control a robotic arm to move some blocks.

Paper: https://arxiv.org/pdf/2205.06175.pdf

DeepMind's blog post about the paper: https://www.deepmind.com/publications/a-generalist-agent

Episode about Reinforcement Learning: https://open.spotify.com/episode/2w088ECqtC0CVuAe9l25A2?si=886d21cbbc8f4757

Episode about Transformers: https://open.spotify.com/episode/5qdXu3Y2aq2z6EqMGoM5YW?si=6e8d1139c04c4338

Episode about Vision Transformers: https://open.spotify.com/episode/7xcdNNkvLKjq8QBozluATo?si=952a89557afe4be8

Instagram: https://www.instagram.com/podcast.lifewithai/

Linkedin: https://www.linkedin.com/company/life-with-ai

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