rlcard
Poker
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| rlcard | Poker | |
|---|---|---|
| 5 | 8 | |
| 2,696 | 1,889 | |
| 3.8% | - | |
| 6.2 | 8.2 | |
| 3 months ago | 2 months ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 only |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
rlcard
- [P] Looking for RL or rules-based No-Limit Hold 'Em Work
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Self play environments
Hi. I’ve decided to do a project to adapt an rl library to support self-play. This is a project so I can teach myself more about building rl systems. I’ve been considering working with the environment system from rlcard https://github.com/datamllab/rlcard/ but wonder if there are other more widely-used self play environment libraries. Thanks.
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[Project] Making a Poker AI - having trouble with the form of ML to make smart / strong decisions
Can you point me to some active forums for poker bot building? I can only find github repo like https://github.com/datamllab/rlcard, which is mostly reinforcement learning. Whereas SoTA approach like Pluribus is more about game theory.
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8+ Reinforcement Learning Project Ideas
Build a Poker bot with RLCard
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What sort of algorithm should I use ? Incomplete information, card game. (Flowchart for reference)
Probably the easiest way for you to get started is to implement your game on an open source RL framework that has working implementations of some basic CFR variations as well as some other self-play algorithms such as NFSP. OpenSpiel and RLCard are two that I am aware of. Depending on the complexity of your game and how strong your agent needs to play, you might be satisfied with the performance you get using by one of these frameworks.
Poker
- Anyone Ever heard of this Open Source PokerBot RTA/Cheating App? And, WTF.
- Deepmind Poker Bot for Stars, GG and Party! Anybody tried it?
- Quitting pokerstars
- Deep mind pokerbot for pokerstars, partypoker and GGPoker
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Software devs, how do programs like Table Tamer work?
Doesn't seem like it needs a screen scraper or OCR when sites like PokerStars have an API. Here is an open source project that shows how to interact with those sites programmatically https://github.com/dickreuter/Poker
- Pokerstars Bot
What are some alternatives?
gym - A toolkit for developing and comparing reinforcement learning algorithms.
pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]
open_spiel - OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
Kakegurui-Game - Indian Poker is a game played to settle the debt in anime Kakegurui. The event or game is named as "Debt Swapping Game".
mjai-reviewer - 🔍🀄️ Review mahjong game log with mjai-compatible mahjong AI.
Poker-Hand-Tracker - open-source Poker hand tracker
MonsterHunterPortable3rdHDRemake - Personal fork of a texture upscaling project for PSP's Monster Hunter Portable 3rd
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
shengji - An online version of shengji (a.k.a. tractor) and zhaopengyou (a.k.a. Finding Friends)
new-world-fishing-bot - user friendly python script who is able to catch fish in the game New World
ml-agents - The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
gym-super-mario-bros - An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES