Card Game AI ML Frameworks

AI agents and game-playing strategies for card games like Blackjack, Poker, and regional variants (Jass, Briscola, Mahjong). Focuses on decision-making algorithms (Monte Carlo, genetic algorithms, reinforcement learning) applied to card game mechanics. Does NOT include general game AI, board games, or non-card games.

There are 48 card game ai frameworks tracked. 5 score above 50 (established tier). The highest-rated is uoftcprg/pokerkit at 64/100 with 429 stars.

Get all 48 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	uoftcprg/pokerkit An open-source Python library for poker game simulations, hand evaluations,...	64	Established	429	Python
2	benedekrozemberczki/awesome-monte-carlo-tree-search-papers A curated list of Monte Carlo tree search papers with implementations.	54	Established	694	Python
3	dickreuter/Poker Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker,...	53	Established	2,355	Python
4	fedden/poker_ai 🤖 An Open Source Texas Hold'em AI	51	Established	1,553	Python
5	EricSteinberger/PokerRL Framework for Multi-Agent Deep Reinforcement Learning in Poker	50	Established	512	Python
6	Netease-Games-AI-Lab-Guangzhou/PerfectDou [NeurIPS 2022] PerfectDou: Dominating DouDizhu with Perfect Information Distillation	48	Emerging	208	Python
7	Charleo85/Texas-Hold-em-AI Research on Texas Hold'em AI	46	Emerging	117	Jupyter Notebook
8	bupticybee/AlphaNLHoldem An unoffical implementation of AlphaHoldem. 1v1 nl-holdem AI.	45	Emerging	108	Jupyter Notebook
9	neelsomani/literature Literature card game implementation:...	45	Emerging	10	Python
10	GregSommerville/machine-learning-blackjack-solution Finding an optimal Blackjack strategy using AI	44	Emerging	71	C#
11	dellalibera/td-gammon TD-Gammon implementation	42	Emerging	51	Python
12	mjx-project/mjx Mjx: A framework for Mahjong AI research	42	Emerging	205	C++
13	wolo-research/bulldog poker ai	40	Emerging	29	C++
14	deeptexas-ai/The-strongest-AI-in-Texas-Hold-em-unlimited-Texas-Hold-em_Online-Poker-Software 德州AI，德州最强扑克人工智能AI，德州AI源码，德州游戏，德州俱乐部，德州扑克源码，德州源码，德州遊戲，德州俱樂部，德州撲克源碼，德州源碼，unity3...	39	Emerging	23	C++
15	guansanghai/KoiKoi-AI 🎴Learning based AI for playing multi-round Koi-Koi hanafuda card games. Have fun.	36	Emerging	19	Python
16	0xsuu/Project-Mahjong Build AI for Mahjong.	35	Emerging	11	C++
17	zanussbaum/pluribus An attempt at a Python implementation of Pluribus, a No-Limits Hold'em Poker Bot	35	Emerging	106	Python
18	pokerwars/pokerwars.io-starterbot-python A starter bot written in python for the pokerwars.io platform. To play: pull...	33	Emerging	44	Python
19	LetteraUnica/BriscolaBot Reinforcement Learning agent that plays Briscola, a famous Italian card game	33	Emerging	5	TeX
20	justinbodnar/blackjack-ai a Python3 machine learning library for playing Blackjack	33	Emerging	30	Roff
21	AntoniovanDijck/BlackJackRL Deep Q Learning blackbox strategies for casino games	32	Emerging	5	Jupyter Notebook
22	noahsabaj/HOI4-AI An AI that learns to play Hearts of Iron IV through computer vision and...	29	Experimental	8	Python
23	kabbagepatch/BlackJack-RL Various Reinforcement learning algorithms for multi- and single-player...	28	Experimental	6	Python
24	COMP359/Godot-Poker-Machine-Learning Godot Poker Machine Learning Project is a game that combines poker with...	28	Experimental	9	GDScript
25	nicolafan/pyker Poker Texas Hold'Em in Python	28	Experimental	11	Python
26	puyuan1996/rl_mcts_intro 强化学习与蒙特卡洛树搜索简介 ( (Introduction to RL and MCTS)	26	Experimental	8	—
27	hanizaidi110/Opponent-Modeling-and-Predicting-Opponent-moves-in-Poker Advanced_Data_Integration_Project	25	Experimental	11	Python
28	yashbhutwala/java-poker-gui-ai Texas hold 'em poker game implemented in Java	24	Experimental	4	Java
29	AkIyAm4/Blackjack-game A user friendly card game developed in Python in the making.	23	Experimental	1	Python
30	Rumis-Cube/pokerEconomics Access preprint: https://doi.org/10.21203/rs.3.rs-6015303/v1	21	Experimental	1	C
31	lropero/manolo A poker (Texas hold'em) data generator for testing Reinforcement Learning algorithms.	21	Experimental	3	JavaScript
32	OneUpWallStreet/TD-Gammon Implementation of TD Gammon algorithm by Gerald Tesauro at IBM's Thomas J....	20	Experimental	8	Python
33	redappleabc/Poker About Fully functional Pokerbot that works on PartyPoker, PokerStars and...	19	Experimental	14	Python
34	vlongle/Imperfecto Python library of imperfect information games, and self-play and...	19	Experimental	4	Python
35	PokerBotAI/awesome-poker-ai A curated list of AI poker resources: research papers, open-source tools,...	18	Experimental	9	—
36	andreabazerla/dpcm-card-game DPCM, the new goliardic Card Game about COVID-19 restrictions in Italy from...	17	Experimental	1	Jupyter Notebook
37	qingzhixing/Black-Jack ✅Black-Jack game with AI, implement in Java.	17	Experimental	1	Java
38	tuongkhang012/MahjongGame Simple Riichi Mahjong game made to test the Deep CNN Mahjong AI built on...	16	Experimental	3	Python
39	Hello1waver/PokerUltimateCalc 🃏 Calculate poker odds and win equity effortlessly with PokerUltimateCalc, a...	14	Experimental	—	C#
40	jesh3198/PokerUltimateCalc 🃏 Enhance your Texas Hold'em game with real-time probabilities and equity...	13	Experimental	—	C#
41	atalha1/estimation_bot Creating NADL, the world's best estimation (Oh Hell) AI powered bot	13	Experimental	—	Python
42	Jamie-Rodriguez/jaymo-zero Using reinforcement learning to play games.	11	Experimental	—	Python
43	GabrielGustavoMS/Simplified-Blackjack-with-AI-players Esse projeto foi desenvolvido com base nas regras simplificadas do jogo...	11	Experimental	—	Java
44	Baloise-CodeCamp-2022/PokerBot Home repository of the PokerBot Team at BCC 2022	11	Experimental	—	—
45	Farzan-Kh/25Blackjack A custom black jack game, with Monte Carlo Algorithm (RL)	11	Experimental	—	Jupyter Notebook
46	suraj5424/Q-Learning-for-Blackjack-in-different-environments This repository 📂 implements Q-Learning 🤖 in Blackjack 🃏, comparing it with...	11	Experimental	—	Jupyter Notebook
47	LiamLiden/blackjack_machine_learning A small project to develop my skills in machine learning by creating an AI...	11	Experimental	—	Java
48	gigabyte-artur/blackjack_ai AI plays BlackJack, Tic-tac-toe, Poker on Java	11	Experimental	—	Java

Comparisons in this category

poker_ai and Texas-Hold-em-AI (51 vs 46) poker_ai and pluribus (51 vs 35) poker_ai and The-strongest-AI-in-Texas-Hold-em-unlimited-Texas-Hold-em_Online-Poker-Software (51 vs 39)