dickreuter/tf_rl

Stars
11
Rank 1,694,829 (Top 34 %)
Language
Python
Created almost 5 years ago
Updated over 1 year ago

dickreuter/tf_rl

dickreuter

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Refinforcement learning framework

Poker

Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker, scraping tables with Open-CV (adaptable via gui) or neural network and making decisions based on a genetic algorithm and montecarlo simulation for poker equity calculation. Binaries can be downloaded with this link:

neuron_poker

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.

52_deck_card_recognition

Recognises cards of the 52 standard card deck with a convolutional neural network (cnn)

PokerEquityCalculator

C++ implementation of a poker equity calculator as montecarlo simulation

raspberry_environment_analysis

Analysis temperature and other environment factors such as noise and sends email alerts