Reinforcement Learning

Fundamentals of Reinforcement Learning

A systematic tour of foundational RL, from k-armed bandits to planning via Markov Decision Processes and TD learning

A systematic tour of foundational RL, from k-armed bandits to planning via Markov Decision Processes and TD learning

Reinforcement Learning for Supply Chain Management

Reinforcement Learning for Supply Chain Optimization Projects

Reinforcement Learning for Supply Chain Optimization Projects

College-Level Reinforcement Learning : A Comprehensive Dive!

Learn Deep Reinforcement Learning from the ground up. With a special case study on RLHF & RLVR for LLM tuning

Learn Deep Reinforcement Learning from the ground up. With a special case study on RLHF & RLVR for LLM tuning

Reinforcement Learning from Human Feedback (RLHF)

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

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

Reinforcement Learning with Gymnasium in Python

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

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

Reinforcement Learning : Advanced Algoritms

Master advanced reinforcement learning with Python — HRL, MARL, Safe RL, Meta-Learning, and real-world projects

Master advanced reinforcement learning with Python — HRL, MARL, Safe RL, Meta-Learning, and real-world projects

Introduction to AI/ML Motion Control

Focusing on RL Autonomous Systems

Focusing on RL Autonomous Systems

Deep Reinforcement Learning

Build and implement modern reinforcement learning algorithms with neural networks, PyTorch, and real-world applications

Build and implement modern reinforcement learning algorithms with neural networks, PyTorch, and real-world applications

Getting Started with Gymnasium

Evolutionary AI: Deep Reinforcement Learning in Python (v2)

Build Artificial Intelligence (AI) agents using Evolution Strategies (ES) and Augmented Random Search (ARS)

Build Artificial Intelligence (AI) agents using Evolution Strategies (ES) and Augmented Random Search (ARS)

Reinforcement Learning for Algorithmic Trading with Python

Train and test RL Agents for Trading. For RL Beginners with simple Gamification examples and ChatGPT assistance.

Train and test RL Agents for Trading. For RL Beginners with simple Gamification examples and ChatGPT assistance.

Reinforcement Learning Essentials and Classical Methods

Learn the foundations of reinforcement learning through MDPs, dynamic programming, and Python examples.

Learn the foundations of reinforcement learning through MDPs, dynamic programming, and Python examples.