wangshusen/DRL resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

4685 stars · 677 forks observed · 2026-08-28

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

A collection of lecture slides, notes, and videos on deep reinforcement learning by Wang Shusen, covering TD learning, DQN, policy gradients, and actor-critic methods. It is educational course material rather than software.

Use cases

• learn deep reinforcement learning from scratch
• understand Q-learning and DQN algorithms
• study policy gradient and actor-critic methods
• find lecture slides on TD learning
• prepare a reinforcement learning course

When to choose

• you want structured educational material on DRL fundamentals
• you prefer slide-based learning with accompanying videos
• you need concise explanations of DQN, A2C, and TRPO

When to avoid

• you need a ready-to-use RL library or codebase
• you want hands-on coding exercises
• you need content in English only

Facets

learning-resource · maturity stable

machine-learning reinforcement-learning documentation reinforcement-learning machine-learning tutorials cross-platform deep-reinforcement-learning lecture-slides course-material chinese-videos

Member repositories

For agents

markdown · JSON · MCP: product_card(name="wangshusen/DRL")