Reinforcement Learning Courses and Certifications

Artificial Intelligence IV - Reinforcement Learning in Java

195 ratings at Udemy

All you need to know about Markov Decision processes, value- and policy-iteation as well as about Q learning approach

• Udemy
• 5 hours 14 minutes
• On-Demand
• Paid Course

Advanced Reinforcement Learning in Python: from DQN to SAC

184 ratings at Udemy

Build Artificial Intelligence (AI) agents using Deep Reinforcement Learning and PyTorch: DDPG, TD3, SAC, NAF, HER.

• Udemy
• 8 hours 8 minutes
• On-Demand
• Paid Course

Reinforcement Learning for Operations Research Problems

44 ratings at Udemy

Harness the power of Reinforcement Learning to solve some of humanity's toughest challenges!

• Udemy
• 7 hours 14 minutes
• On-Demand
• Paid Course

Reinforcement Learning

This MOOC teaches the basics in reinforcement learning. It provides participants with a solid mathematical basis to study new methods from reinforcement learning research and put them into practice.

• edX
• 8 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

MathWorks

Reinforcement Learning

Explore reinforcement learning fundamentals, neural networks for function representation, and how agents use environmental rewards to train systems for complex control problems.

• Coursera
• 2 hours 14 minutes
• On-Demand
• Paid Course

Stanford CS234 - Reinforcement Learning - Spring 2024

Master reinforcement learning fundamentals through Stanford's comprehensive program covering MDP planning, policy evaluation, Q-learning, exploration strategies, and deep RL applications.

• YouTube
• 20 hours 11 minutes
• On-Demand
• Free Video

Nicholas Renotte

Reinforcement Learning with Python

Master reinforcement learning fundamentals and build AI agents that play games and trade stocks using Python, OpenAI Gym, and deep learning techniques.

• YouTube
• 6 hours 9 minutes
• On-Demand
• Free Video

Reinforcement Learning Foundations

437 ratings at LinkedIn Learning

Learn the basics of reinforcement learning (RL), including the terminology, the kinds of problems you can solve with RL, and the different methods for solving those problems.

• LinkedIn Learning
• 44 minutes
• On-Demand
• Free Trial Available

Stanford Seminar - Decision Transformer: Reinforcement Learning via Sequence Modeling

2 reviews

Innovative approach to reinforcement learning using sequence modeling and Transformer architecture, offering simplicity and scalability while matching or exceeding state-of-the-art performance in various tasks.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Reinforcement Learning

3 reviews

Explore Q-learning, deep Q networks, and reinforcement learning environments through hands-on tutorials and practical implementations.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Master reinforcement learning fundamentals through hands-on Python projects using Gymnasium, building agents that learn optimal strategies via trial and error in game environments.

• Codecademy
• 2 hours
• On-Demand
• Free Trial Available

Reinforcement Learning

Learn key concepts and algorithms in reinforcement learning, including bandit algorithms, dynamic programming, and policy gradient methods, from industry experts.

• Edureka
• On-Demand
• Paid Course

Reinforcement Learning Course: Intro to Advanced Actor Critic Methods

Explore advanced actor-critic methods in reinforcement learning, focusing on continuous action spaces for robotics applications. Covers algorithms like DDPG, TD3, PPO, SAC, and A3C with code examples.

• freeCodeCamp
• 6 hours
• On-Demand
• Free Video

Reinforcement Learning: Qwik Start

In this lab, you will learn and get hands-on practice with the fundamental concepts of Reinforcement Learning.

• Google Skills
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

AWS SimuLearn: Reinforcement Learning

Hands-on AI-powered simulation for designing and implementing reinforcement learning solutions on AWS, focusing on practical skills and real-world scenarios using Amazon SageMaker.

• AWS Skill Builder
• 1 hour
• On-Demand
• Paid Course