#37 - Reinforcement Learning.

An episode of the Life with AI podcast, hosted by Filipe Lauar, titled "#37 - Reinforcement Learning." was published on February 10, 2022 and runs 30 minutes.

February 10, 2022 ·30m · Life with AI

Summary

Hey guys, in this episode I explain what the Reinforcement Learning. In the episode I give some application of where Reinforcement Learning is being used and then I explain the basic concepts of an agent, an environment, a reward, the states and transitions. Then, I talk in a really high level about the ideia behind the main algorithms like Q-Learning, Deep-Learning, Actor Critic, PPO, DDPG... In the end I talk about the advanced Reinforcement Learning techniques that we have, like curriculum learning, hierarchical learning, imitation learning, meta learning and multi agent RL. Instagram: https://www.instagram.com/podcast.lifewithai/ Linkedin: https://www.linkedin.com/company/life-with-ai Github code: https://github.com/filipelauar/projects/tree/main/Reinforcement%20Learning

Episode Description