rl-book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation".
ZhiqingXiao/rl-book is ranked 11,962 with 1,035 stars.
ZhiqingXiao/rl-book is ranked 11,962 among these 8 peers; aws-samples/aws-machine-learning-university-accelerated-tab is ranked 11,963.
| Name | Rank | Metrics |
|---|---|---|
| asingh33/CNNGestureRecognizer | 11,924 |
|
| Rafael1s/Deep-Reinforcement-Learning-Algorithms | 11,943 |
|
| ClaytonFarr/ralph-playbook | 11,950 |
|
| langchain-ai/langsmith-cookbook | 11,960 |
|
| aws-samples/aws-machine-learning-university-accelerated-tab | 11,963 |
|
| GANs-in-Action/gans-in-action | 11,967 |
|
| towardsai/tutorials | 11,975 |
|
| firmai/data-science-career | 11,980 |
|
| Parameter | Value |
|---|---|
| Language | HTML |
| Category | Tutorials |
| Subcategory | ML/AI fundamentals |
| Keywords | RL |
| Stars | 1,035 |
| Forks | 331 |
| Contributors | 1 |
| Created date | 2019-01-25 |
| Updated date | 2026-10-09 |
| Stars in 1 day | 0 |
| Stars in 7 days | 1 |
| Rank | 11,962 |
| Previous rank | 11,878 |
| Rank change | -84 |
| 7-day stars rank | 10,272 |
| Previous 7-day stars rank | 10,309 |
| 7-day stars rank change | 37 |
| Total stars rank | 10,873 |
| Previous total stars rank | 10,853 |
| Total stars rank change | -20 |
| Country | China |
**Features** This is a tutorial book on reinforcement learning, with explanation of theory and Python implementation. Theory: Starting from a uniform mathematical framework, this book derives the theory and algorithms of reinforcement learning, including the algorithms in large model era such as PPO, RLHF, IRL, and PbRL. Practice: Every chapter is accompanied by high quality implementation based on Python 3, Gym 0. All codes are compatible with Windows, Linux, and macOS, can be run in a laptop. Supporting contents for
English version Check here for codes, exercise answers, errata, etc. Check SpringerLink Amazon for book contents. Table of Codes All codes have been saved as a .
How many stars and forks are recorded?
ZhiqingXiao/rl-book has 1,035 stars and 331 forks.
What is the repository rank?
ZhiqingXiao/rl-book is ranked 11,962.
What language and category are recorded?
ZhiqingXiao/rl-book has 1,035 stars, uses HTML and belongs to Tutorials.
Which repository is closest in rank?
ZhiqingXiao/rl-book is compared with aws-samples/aws-machine-learning-university-accelerated-tab, ranked 11,963 with 1,035 stars.