Policy gradient notes
Derivation of principals underlying policy gradient methods
Reinforcement learning an introduction
Excercies of the the book.
Reinforcement learning notes
A collection of notes on mathematical concepts in RL
Safely Approximating the Value Function
Function approximation of the value function is key to generalisation. However, one has to be careful!