Reinforcement Learning Courses and Certifications

Stanford Seminar - Decision Transformer: Reinforcement Learning via Sequence Modeling

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

Towards Safe and Efficient Learning in the Physical World - Stanford Seminar

Exploring safe Bayesian optimization and model-based deep reinforcement learning for efficient, safe online learning in real-world applications like robotics and laser tuning.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Reinforcement Learning with Gymnasium in Python

Start your reinforcement learning journey! Learn how agents can learn to solve environments through interactions.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Reinforcement Learning from Human Feedback (RLHF)

Learn how to make GenAI models truly reflect human values while gaining hands-on experience with advanced LLMs.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Reinforcement Learning in Python

Master the fundamentals of reinforcement learning (RL) to create models that can navigate complex real-world environments and train LLMs.

• DataCamp
• 12 hours
• On-Demand
• Free Trial Available

Decision Making and Reinforcement Learning

19 ratings at Coursera

Explore sequential decision-making and reinforcement learning, covering utility theory, bandit problems, MDPs, POMDPs, Monte Carlo methods, and temporal difference learning. Gain practical skills through algorithms and examples.

• Coursera
• 1 day 23 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Data Augmentation for Image-Based Reinforcement Learning

Explores data augmentation techniques for image-based reinforcement learning, presenting a model-free algorithm and a self-supervised framework for visual continuous control tasks, achieving state-of-the-art results.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Microcredential

Reinforcement Learning

2 reviews

Explore adaptive learning systems and AI through Reinforcement Learning. Gain practical skills to implement RL solutions for real-world problems, from game development to industrial control.

• Coursera
• 22 weeks, 4 hours a week
• On-Demand
• Paid Course
• 4 courses

Reinforcement Learning beginner to master - AI in Python

1306 ratings at Udemy

Build Artificial Intelligence (AI) agents using Deep Reinforcement Learning and PyTorch: A2C, REINFORCE, DQN, etc.

• Udemy
• 10 hours 47 minutes
• On-Demand
• Paid Course

Modern Reinforcement Learning: Actor-Critic Agents

503 ratings at Udemy

Implement Cutting Edge Artificial Intelligence Research Papers in the Open AI Gym Using the PyTorch & Tensorflow2

• Udemy
• 10 hours 22 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Paid Course

New York Institute of Finance;  Google Cloud

Reinforcement Learning for Trading Strategies

235 ratings at Coursera

Explore reinforcement learning for trading strategies, covering neural networks, LSTMs, and AutoML. Learn to build RL-based trading systems and optimize portfolios using advanced machine learning techniques.

• Coursera
• 12 hours 16 minutes
• On-Demand
• Free Online Course (Audit)

Deep Reinforcement Learning: Hands-on AI Tutorial in Python

222 ratings at Udemy

Develop Artificial Intelligence Applications using Reinforcement Learning in Python.

• Udemy
• 4 hours 4 minutes
• On-Demand
• Paid Course

Artificial Intelligence IV - Reinforcement Learning in Java

191 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

154 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