yandexdataschool/Practical_RL resource

Health v2 · maintenance only

Adoption not part of the score

6564 stars · 1806 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

An open-source reinforcement learning course taught at HSE and YSDA, designed to be friendly to online students in English and Russian. It provides lectures, seminars, and hands-on homework labs using TensorFlow, PyTorch, and Keras with OpenAI Gym environments.

Use cases

• learn reinforcement learning from scratch
• find a practical RL course with coding assignments
• study deep reinforcement learning with pytorch
• self-study RL online for free
• practice RL algorithms on openai gym environments
• course materials for teaching reinforcement learning

When to choose

• you want hands-on labs and homework rather than only theory
• you prefer a free, self-paced course runnable in Google Colab
• you want materials maintained for both English and Russian speakers

When to avoid

• you need a production RL library rather than educational notebooks
• you want a formal certification or graded university credit
• you need cutting-edge research-level RL coverage beyond course scope

Facets

learning-resource · maturity active

reinforcement-learning deep-learning machine-learning reinforcement-learning tutorials education machine-learning python cross-platform mooc course-materials jupyter-notebooks openai-gym tensorflow pytorch keras hse ysda

Member repositories

For agents

markdown · JSON · MCP: product_card(name="yandexdataschool/Practical_RL")