Reinforcement Learning: The Complete Course in 2022

Complete guide to Reinforcement Learning, with MAB problems, Games, Taxi problems, and Online Advertising Applications
4.59 (85 reviews)
Udemy
platform
English
language
Data Science
category
instructor
Reinforcement Learning: The Complete Course in 2022
504
students
19.5 hours
content
Nov 2021
last update
$19.99
regular price

What you will learn

Policy gradient algorithm

Markov Chain

Policy iteration algorithm

Monte Carlo method

Q-Learning

Deep-Q networks

Double Deep-Q networks

SARSA algorithm

Duelling Deep-Q networks

REINFORCE algorithm

Actor-critic algorithm

Understand a cutting-edge implementation of the A2C algorithm (OpenAI Baselines)

Deep Recurrent Q-Learning algorithm and DRQN agent Implementation

Asynchronous Advantage Actor-Critic algorithm and A3C agent Implementation

Proximal Policy Optimization algorithm and PPO agent Implementation

Deep Deterministic Policy Gradient algorithm and DDPG agent Implementation

Screenshots

Reinforcement Learning: The Complete Course in 2022 - Screenshot_01Reinforcement Learning: The Complete Course in 2022 - Screenshot_02Reinforcement Learning: The Complete Course in 2022 - Screenshot_03Reinforcement Learning: The Complete Course in 2022 - Screenshot_04
3831272
udemy ID
2/7/2021
course created date
3/12/2021
course indexed date
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