• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Reinforcement Learning

Reinforcement Learning Courses

Reinforcement Learning courses can help you learn key concepts like Markov decision processes, reward systems, and policy optimization. You can build skills in algorithm design, simulation environments, and evaluating agent performance. Many courses introduce tools such as TensorFlow and OpenAI Gym, that support implementing and testing reinforcement learning algorithms in practical scenarios.

Popular Reinforcement Learning Courses and Certifications


  • U

    University of Illinois Urbana-Champaign

    New Learning: Principles and Patterns of Pedagogy

    Skills you'll gain: Pedagogy, Formal Learning, Digital pedagogy, Education and Training, Teaching, Human Learning, Adult Education, Higher Education, Instructional Strategies, Diversity Awareness, Cultural Diversity, Lifelong Learning, Curriculum Development, Student-Centred Learning

    4.8 stars, 428 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (428) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Scaling with Google Cloud Operations

    Skills you'll gain: Cloud Management, Site Reliability Engineering, Service Level, Service Level Agreement, Google Cloud Platform, Operational Excellence, Public Cloud, Cloud Computing, Cloud Platforms, System Monitoring, Operational Efficiency, Operating Cost, DevOps, Scalability, Service Management, Distributed Computing, Cost Control, Cost Containment, Expense Management, Operating Expense

    4.8 stars, 827 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (827) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Foundations of Public Health Practice: The Public Health Approach

    Skills you'll gain: Public Health, Public Health and Disease Prevention, Health Equity, Health Disparities, Healthcare Ethics, Preventative Care, Social Determinants Of Health, Health Policy, Political Sciences, Socioeconomics, Ethical Standards And Conduct, Diagnostic Tests

    4.8 stars, 541 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (541) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Cape Town

    Writing your World: Finding yourself in the academic space

    Skills you'll gain: Writing, Writing and Editing, Editing, Culture, Literacy, Cultural Diversity

    4.7 stars, 262 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (262) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • D

    DeepLearning.AI

    Advanced Deployment Scenarios with TensorFlow

    Skills you'll gain: Model Deployment, Federated Learning, Tensorflow, Transfer Learning, Model Training, MLOps (Machine Learning Operations), Model Evaluation, Fine-tuning, Machine Learning, Information Privacy, Embeddings

    4.8 stars, 512 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (512) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Fitting Statistical Models to Data with Python

    Skills you'll gain: Statistical Modeling, Statistical Methods, Bayesian Statistics, Statistical Inference, Statistical Software, Model Evaluation, Statistical Analysis, Statistical Programming, Regression Analysis, Predictive Modeling, Advanced Analytics, Data Analysis, Logistic Regression, Exploratory Data Analysis, Dependency Analysis, Python Programming, Data Visualization Software

    4.4 stars, 718 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (718) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Fundamentals of Building AI Agents

    Skills you'll gain: LangChain, LLM Application, Tool Calling, AI Workflows, Generative AI Agents, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Data Visualization, Agentic systems, Analytics, Software Development

    4.5 stars, 151 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (151) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Rice University

    Principles of Computing (Part 1)

    Skills you'll gain: Combinatorics, Probability, Programming Principles, Computational Thinking, Computer Programming, Object Oriented Programming (OOP), Development Testing, Software Testing, Applied Mathematics, Algorithms, Python Programming, Game Design, General Mathematics

    4.7 stars, 584 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (584) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    Diseño instruccional para el aprendizaje activo

    Skills you'll gain: Instructional Strategies, Instructional Design, Course Development, Instructional and Curriculum Design, Interactive Learning, Education and Training, Digital pedagogy, Education Software and Technology, Training Programs, Student Engagement, Student-Centred Learning, Educational Materials, Pedagogy, Innovation, Program Evaluation, Open Mindset, digital literacy, Learning Strategies, Investigation, Collaboration

    4.7 stars, 946 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (946) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • K

    Kennesaw State University

    Organization Planning and Development for the 6 σ Black Belt

    Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Lean Methodologies, Process Improvement, Process Improvement and Optimization, Quality Improvement, Business Planning, Organizational Development, Change Management, Business Strategies, Organizational Strategy, Quality Management, Benchmarking, Leadership and Management, Performance Measurement, Strategic Thinking, Business Leadership, Cost Management, Business Metrics, Return On Investment

    4.5 stars, 544 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (544) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Recommendation Systems on Google Cloud

    Skills you'll gain: Reinforcement Learning, Google Cloud Platform, AI Personalization, Machine Learning, Machine Learning Algorithms, Deep Learning, Applied Machine Learning, Unsupervised Learning, Artificial Neural Networks, Embeddings

    4.5 stars, 484 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.5 (484) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Voxy

    Low Intermediate English: Meet & Greet

    Skills you'll gain: Social Skills, Professionalism, Verbal Communication Skills, Interpersonal Communications, Professional Development, Vocabulary, English Language, Language Learning, Oral Comprehension, Language Competency, Education Software and Technology, Communication, Communication Strategies, Relationship Building, Grammar

    4.5 stars, 278 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (278) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
1…143144145…834

In summary, here are 10 of our most popular reinforcement learning courses

  • New Learning: Principles and Patterns of Pedagogy: University of Illinois Urbana-Champaign
  • Scaling with Google Cloud Operations: Google Cloud
  • Foundations of Public Health Practice: The Public Health Approach: Imperial College London
  • Writing your World: Finding yourself in the academic space: University of Cape Town
  • Advanced Deployment Scenarios with TensorFlow: DeepLearning.AI
  • Fitting Statistical Models to Data with Python: University of Michigan
  • Fundamentals of Building AI Agents: IBM
  • Principles of Computing (Part 1): Rice University
  • Diseño instruccional para el aprendizaje activo: Tecnológico de Monterrey
  • Organization Planning and Development for the 6 σ Black Belt: Kennesaw State University

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok