Reinforcement Learning Specialization

Name: Reinforcement Learning Specialization
Rating: 4.7 (5200 reviews)

University of Alberta's RL course — MDPs, temporal difference learning, policy gradient methods, and Dyna architecture.

by University of Alberta4.7 (5,200 reviews)95,000 students80h96 lessons

Technologies & Tools

reinforcement-learning

mdp

policy-gradient

temporal-difference

MDPs

Temporal Difference

Monte Carlo Methods

Policy Gradient

Dyna Architecture

Function Approximation

Pros

Gold standard RL course

From RL textbook authors

Rigorous theory

Cons

-Math-heavy

-No deep RL (DQN, PPO)

University of Alberta

LanguageEnglish

Duration80h

Lessons96

CertificateYes