Reinforcement Learning Courses and Certifications

Stanford Seminar - Decision Transformer: Reinforcement Learning via Sequence Modeling

2 ratings

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
• Self-Paced
• Free Video

Practical Reinforcement Learning using Python - 8 AI Agents

264 ratings at Udemy

Use Cutting-Edge Reinforcement Learning algorithms in Environments like Flappy Bird, Mario, Stocks and Much More!!

• Udemy
• 5 hours 3 minutes
• Self-Paced
• Paid Course

Reinforcement Learning

3 ratings

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

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

Deep Reinforcement Learning: Hands-on AI Tutorial in Python

224 ratings at Udemy

Develop Artificial Intelligence Applications using Reinforcement Learning in Python.

• Udemy
• 4 hours 4 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• Free Trial Available

Fine-Tuning AI Agents with Reinforcement Learning

1 rating at Udacity

Master advanced techniques to transform static LLMs into adaptive AI agents using reinforcement learning, supervised fine-tuning, and alignment methods for autonomous decision-making.

• Udacity
• 15 hours
• Self-Paced
• Paid Course

Reinforcement Learning

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

• Edureka
• Self-Paced
• Paid Course

Reinforcement Learning

Master reinforcement learning for trading by building, training, and optimizing ML strategies using Q-learning, market indicators, and Python backtesting techniques.

• Udacity
• 23 hours
• Self-Paced
• Paid Course

Reinforcement Learning Course - Full Machine Learning Tutorial

Reinforcement learning is an area of machine learning that involves taking right action to maximize reward in a particular situation. In this full tutorial course, you will get a solid foundation in reinforcement learning core topics.

• freeCodeCamp
• 3-4 hours
• Self-Paced
• Free Video

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
• Self-Paced
• Paid Course

Reinforcement Learning: Qwik Start

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

• Google Skills
• Self-Paced
• 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
• Self-Paced
• Free Video

Intro to Game AI and Reinforcement Learning

Build your own video game bots, using classic and cutting-edge algorithms.

• Kaggle
• 4 hours
• Self-Paced
• Free Certificate

Reinforcement Learning Course

Comprehensive exploration of reinforcement learning concepts, from basics to advanced topics, including deep RL, policy gradients, and practical applications in classic games.

• YouTube
• 17 hours
• Self-Paced
• Free Video

Nicholas Renotte

Reinforcement Learning - Full Course Using Python

Comprehensive introduction to reinforcement learning using Python, covering fundamentals, custom environments, and practical projects like Atari games and autonomous driving.

• YouTube
• 3 hours 2 minutes
• Self-Paced
• Free Video