Weg's Tutorials

Reinforcement Learning:

Foundations

Topic	Implemented	Tutorial
Q Tabular Learning	✅	soon
Actor Critic	✅	here
Deep Q Learning	✅	here
Experience Replay	✅	here
Life After Experience Replay	🎓	here

Upgrades

Topic	Implemented	Tutorial
Cleanup, Epsilon-Greedy, and Numpy Memory	🚿	here
Double DQL	✅	here
Dueling DQL	✅
Dueling Double DQL	✅
Continuous Action Spaces	✅

Pathways

Topic	Implemented	Tutorial
Prioritized Experience Replay	✅	soon
Distributed Learning: A2C/A3C
Batch PPO	✅	hard
Curiosity: ICM		hard
It Was Me: ICM2		harder
Multi Agent
Go-Explore		hard