Deep Reinforcement Learning

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  • Understand the core ideas and terminologies used in the field
  • Understand a few reinforcement learning algorithms
  • Apply these algorithms to videogame-like environments such as OpenAIGym and MuJoCo

Readings + Coding Exercises
  1. 2017-Nov Josh Greaves: Understanding Reinforcement Learning
  2. Jaromír Janisch: Let's Make DQN and A3C series
  3. 2018-Mar Thomas Simonini: Deep Reinforcement Learning (free course)

Advanced Material
  1. Dulat Yerzat: RL Adventure on DQN and Policy Gradients
  2. 2018-Nov Josh Achiam: OpenAI Spinning Up (free course)

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