Lecture 1
Lecture 2
Lecture 3
Lecture 4
Lecture 5
Lecture 6
Lecture 7
Lecture 8
Lecture 9
Lecture 10
Lecture 11
Lecture 12
Course Logistics
Schedule
Online Learning Details
GitHub repo
Lecture 8
L08 : Reinforcement Learning: Policies, State-Action Value Functions
Lecture note
Openai Gym
RL in Pytorch
from
Pytorch examples repository
Lecture Goals
What is reinforcement learning?
Basics of Markov Decision Processes
Policies, Value functions and how to think about these two objects