Reinforcement learning

•1 min read

Courses

  1. David Silver's Reinforcement Learning Course
  2. DeepMind x UCL | Deep Learning Lecture Series 2021
  3. CS 285: Deep Reinforcement Learning, UC Berkeley
  4. CS 234: Reinforcement Learning, Stanford
  5. Google Deepmind Lecture
  6. Excursions in Reinforcement Learning - Mila

Deep Reinforcement Learning

  1. Spinnig Up in Deep Reinforcement Learning
  2. Deep RL Bootcamp
  3. UC Berkeley Deep RL course

Books

  1. Reinforcement Learning: An Introduction
  2. Grokking Deep Reinforcement Learning
  3. Reinforcement Learning and Optimal Control

Implementations

  1. RL Adventure-1 and RL Adventure-2 by higgsfield
  2. CleanRL
  3. Implementations by dennybritz

Awesome papers

  1. Tuning computer vision models with task rewards