Reinforcement Learning Courses and Certifications

Shaw Talebi

Reinforcement Learning - A Practical Introduction

Discover reinforcement learning fundamentals through practical examples, Q-learning, and REINFORCE algorithms to build foundation for advanced RL applications with LLMs.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Wolfram

Reinforcement Learning for Control Design

Discover how Reinforcement Learning enables model-free controller design, specifically for LQR systems, bridging traditional control theory with modern AI approaches.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Shaw Talebi

Reinforcement Learning with LLMs - A New Era of AI Agents

Explore three cutting-edge methods for training AI agents using reinforcement learning with large language models: RLHF, RLAIF, and RLVR techniques.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Brown University;  Georgia Tech

Reinforcement Learning

8 ratings

Study machine learning at a deeper level and become a participant in the reinforcement learning research community.

• Udacity
• 21 hours
• Self-Paced
• Free Online Course

Environment Engineering: The Foundation of RL Systems

Learn to build a grid world environment for reinforcement learning, implementing states, actions, rewards, transitions, termination, rendering, and a random agent.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Navigating RL Challenges: Strategies and Future Directions

Implement random goals, reward shaping, hazards, and state representations in grid-world reinforcement learning while examining future directions.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Steve Brunton

Reinforcement Learning

A high-level overview of reinforcement learning methods at the intersection of machine learning and control theory, from dynamic programming and Q-learning to deep RL.

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

Reinforcement Learning

Introduces reinforcement learning through two short lessons.

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

Conf42

Scaling Reinforcement Learning

Explore distributed reinforcement learning strategies, cloud architectures, and production deployment techniques for scaling ML systems effectively.

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

Reinforcement Learning from Human Feedback (RLHF)

320 ratings at DataCamp

Combine the efficiency of Generative AI with the understanding of human expertise in this course on Reinforcement Learning from Human Feedback.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Deep Reinforcement Learning in Python

284 ratings at DataCamp

Discover the cutting-edge techniques that empower machines to learn and interact with their environments.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Nvidia Deep Learning Institute;  Unity Career Certificate

Deep Reinforcement Learning

357 ratings at Udacity

Build intelligent agents with deep reinforcement learning using value- and policy-based methods, Q-networks, experience replay, multi-agent techniques, Python, PyTorch, and C++.

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

Machine Learning with Python: from Linear Models to Deep Learning.

30 ratings

An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in

• edX
• 15 weeks, 10-14 hours a week
• Self-Paced
• Free Online Course (Audit)

Designing Autonomous AI

13 ratings at Coursera

Design an autonomous AI brain: set goals, extract trainable skills from subject matter expert interviews, apply orchestration design patterns, and write a buildable specifications document.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

DeepLearning.AI;  Stanford

Unsupervised Learning, Recommenders, Reinforcement Learning

5739 ratings at Coursera

Apply clustering and anomaly detection, build recommender systems with collaborative filtering and content-based deep learning, and train a deep Q-learning agent to land a lunar lander.

• Coursera
• 3 weeks, 9 hours a week
• Self-Paced
• Paid Course