In this video from TF Dev Summit 2019, learn how to use TensorFlow and Reinforcement Learning to solve complex tasks.
In this video, Joshua Achiam explores reinforcement learning and exploring the OpenAI environment.
Lex Fridman has just posted this video of the first lecture of MIT course 6.S091: Deep Reinforcement Learning, introducing the fascinating field of Deep RL.
For more lecture videos on deep learning, reinforcement learning (RL), artificial intelligence (AI & AGI), and podcast conversations, visit our website or follow TensorFlow code tutorials on our GitHub repo.
Two Minute Papers has a video on a recently published paper about an AI that learns from observing humans and what makes this approach different than reinforcement learning.
Code Bullet has an interesting video on reinforcement learning/evolutionary AI to learn how to play Flappy Birds. As an added bonus, he also codes up his own Flappy Birds clone.
Lex Fridman interviews Pieter Abbeel, a professor at UC Berkeley and director of the Berkeley Robot Learning Lab. He is one of the top researchers in the world working on how to make robots understand and interact with the world around them, especially through imitation and deep reinforcement learning.
This interview is part of the Artificial Intelligence podcast and the MIT course 6.S099: Artificial General Intelligence. The conversation and lectures are free and open to everyone. Audio podcast version is available on https://lexfridman.com/ai/
In this video, Two Minute Papers explores the importance of curiosity to generalizable reinforcement learning algorithms.