What sort of algorithm should I use ? Incomplete information, card game. (Flowchart for reference)

This page summarizes the projects mentioned and recommended in the original post on /r/learnmachinelearning
reinforcement-learning deep-reinforcement-learning game-ai Poker card-game

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
WorkOS - The modern identity platform for B2B SaaS
The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
workos.com
featured

  • rlcard

    Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

    • 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.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts

  • [P] Looking for RL or rules-based No-Limit Hold 'Em Work

    1 project | /r/MachineLearning | 3 Jun 2023

  • Self play environments

    1 project | /r/reinforcementlearning | 26 Nov 2021

  • [Project] Making a Poker AI - having trouble with the form of ML to make smart / strong decisions

    1 project | /r/MachineLearning | 30 Sep 2021

  • The Power of Reinforcement Learning: look how this DeepRL Sektor model found a smart, super-cool exploit for Ultimate Mortal Kombat 3 in the video of a submission on DIAMBRA competition platform!

    1 project | /r/reinforcementlearning | 9 Dec 2023

  • How do I change the maximum number of steps for training

    1 project | /r/MLAgents | 7 Dec 2023