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DeepMind x UCL: Reinforcement Learning Lecture Series 2021

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Website: https://deepmind.com/learning-resources/reinforcement-learning-series-2021

Lectures: Website: https://deepmind.com/learning-resources/reinforcement-learning-series-2021

Lectures:

  • Lecture 1: Introduction to Reinforcement Learning

  • Lecture 2: Exploration & Control

  • Lecture 3: MDPs & Dynamic Programming

  • Lecture 4: Theoretical Fundamentals of Dynamic Programming Algorithms

  • Lecture 5: Model-free prediction, Monte Carlo and temporal difference algorithms.

  • Lecture 6: Model-free Control

  • Lecture 7: Function Approximation: Deep Reinforcement Learning

  • Lecture 8: Planning

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Posted by NaN_Loss 18 days ago

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