Awesome Reinforcement Learning
Spinning Up in Deep RL
RL Course by David Silver
Deep RL Course by Sergey Levine
A Blog Introduction of RL by Lilian Weng
A Blog Introduction of Policy Gradient by Lilian Weng
ICML 2018 Tutorial by Ben Recht: Optimization Perspectives on Learning to Control
A Short Note on LQR
Prof. Katselis's Notes on MDPs and RL
Prof. Srikant's Notes on MDPs and RL
A Survey Paper on TD Learning (by Christoph Dann, Gerhard Neumann, and Jan Peters)
Some Control Perspectives on RL (by Lucian Busoniua, Tim de Bruinb, Domagoj Tolic, Jens Koberb, and Ivana Palunko)
Algorithms for Reinforcement Learning (by Csaba Szepesvari)