-
Notifications
You must be signed in to change notification settings - Fork 0
Reinforcement Learning
Carlo Cayos edited this page Feb 3, 2024
·
13 revisions
- ⭐ David Silver Introduction to Reinforcement Learning
- ⭐ DeepMind Reinforcement Learning Series 2021
- ⭐ OpenAI Spinning Up in Deep RL!
- ⭐ Tutorial: Introduction to Reinforcement Learning with Function Approximation - Rich Sutton
- ⭐ Introduction to RL by Tim Miller
- Georgia Tech CS7642 Reinforcement Learning
- ⭐ Hugging Face Deep RL Class
- Prerequisites:
- ⭐ Reinforcement Learning by Sutton and Barto
- This is "The" RL bible, read it at least 3 times.
- ⭐ Grokking Deep Reinforcement Learning
- A Generalized Reinforcement-Learning Model: Convergence and Applications by Littman and Szepesvari (1996)
- ⭐ Deep Reinforcement Learning and the Deadly Triad
- ⭐ Awesome Reinforcement Learning
- ⭐ Reinforcement Learning for Fun
- Quora answer: Difference between V(s) and Q(s,a)
- RL Environment list
- RL Environment zoo
- Awesome Deep RL
- ⭐ An Outsider's Tour of Reinforcement Learning
- Exploration vs Exploitation and Decaying Epsilon
- Denny Britz RL Resources
I like DQN, so it has its own section.
- DeepMind- Open-Ended Learning Leads to Generally Capable Agents
- Generally capable agents emerge from open-ended play
- Open-Ended Learning Leads to Generally Capable Agents - paper 42MB
Resources from DeepMind