#37 - Reinforcement Learning.

Life with AI

English - February 10, 2022 06:24 - 30 minutes - 28.3 MB - ★★★★★ - 1 rating
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Previous Episode: #36 - What are Neural Networks? Are they really intelligent?

Next Episode: #38 - Artificial Intelligence dictionary. Understanding all the AI terms.

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.

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Github code: https://github.com/filipelauar/projects/tree/main/Reinforcement%20Learning