Practical RL | Reinforcement Learning in the Wild - Yandex SDA

A practical and hands-on course on reinforcement learning, covering essential tricks and heuristics for solving real-world RL problems.

Introduction

A course on reinforcement learning in the wild. Taught on-campus in HSE and Yandex SDA (russian) and maintained to be friendly to online students (both english and russian).

Highlights

• Optimize for the curious with links to more information and related materials
• Prioritize practicality by covering essential tricks and heuristics for solving reinforcement learning problems
• Git-course approach allows contributors to improve the course content

Recommendation

This course is recommended for those interested in learning reinforcement learning in a practical and hands-on manner. The course covers a wide range of topics and provides a good foundation for applying reinforcement learning techniques in real-world scenarios.