kwai/DouZero
[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI observed · 2026-08-28
Health v2 · maintenance only
23/100
- Activity 0
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1919
- days_rel: n/a
- days_push: 798
- n_releases_24m: 0
Adoption not part of the score
4652 stars · 649 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
DouZero is a deep reinforcement learning framework that masters the Chinese card game DouDizhu through self-play, published at ICML 2021 by Kwai. It provides pretrained models and training code for building DouDizhu AI agents.
Use cases
- train a dou dizhu card game AI
- learn self-play deep reinforcement learning
- build a poker game bot
- research imperfect-information game agents
- play against a strong dou dizhu AI
- benchmark card game AI algorithms
When to choose
- you want a proven, research-grade DouDizhu AI with pretrained models
- you need a reference implementation of self-play RL for imperfect-information games
- you want to extend or study game AI based on an ICML-published framework
When to avoid
- you need a general-purpose game AI framework for arbitrary games (see RLCard instead)
- you need active feature development or commercial support
- your game is not DouDizhu or a similar shedding-type card game
Facets
library · maturity maintenance
reinforcement-learning machine-learning game-engine reinforcement-learning artificial-intelligence python cross-platform doudizhu self-play game-ai poker deep-learning card-games game-development
3 sources
- readme: https://github.com/kwai/DouZero · fetched 2026-08-28 · 2ff69b0f8adb
- homepage: https://douzero.org/ · fetched 2026-08-29 · 6eb2609854d6
- registry_pypi: https://pypi.org/pypi/douzero/json · fetched 2026-08-29 · b9a2129b41c5
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| kwai/DouZero | main | 23 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem