AutoAI

Directoies/Files usage

PokerEngine

poker game engine
engine from https://github.com/ishikota/PyPokerEngine

Automodel_format documents

documents

testchart

3players 4players

result

demo video final report

chart.py

the player in the game whose position is 0 will use the class to store the chart and show it
store test result from AutoAI.py

store_data_set

data_set.py (only NC model will call the function to store game_data) -NC_3_players_data_set.csv store data from NC playing 3-player poker game -NC_4_players_data_set.csv store data from NC playing 4-player poker game

image

background image for interface

NCmodel

113th trained AI model (3)(4)

NC2model

113th trained AI model (3+4)

OCmodel

112th trained AI model

RFmodel

111th trained AI model

AutoAI.py

program to start the game with interface used for demo

How to run it?

pip install modules in the requirement.txt pip install -r requirement.txt (requirement.txt may lack some packages. Install all the other packages from the error message)

change the path if AutoAI file is NOT installed in F:\

Change paths to in the following python files

NC_AutoAImodel.py

    def predict(self):
        if self.get_players()==3:
            with open('F:\\AutoAI\\NCmodel\\model-3p\\model3.config', 'r') as json_file: #path
                json_string = json_file.read()
            model = Sequential()
            model = model_from_json(json_string)
            model.load_weights('F:\\AutoAI\\NCmodel\\model-3p\\model3.weight', by_name=False) #path
        elif self.get_players()==4:
            with open('F:\\AutoAI\\NCmodel\\model-4p\\model4.config', 'r') as json_file: #path
                json_string = json_file.read()
            model = Sequential()
            model = model_from_json(json_string)
            model.load_weights('F:\\AutoAI\\NCmodel\\model-4p\\model4.weight', by_name=False) #path

NC2_AutoAImodel.py

    def predict(self):
        with open('F:\\AutoAI\\NCmodel\\model-3+4p\\model3+4.config', 'r') as json_file: #path
                json_string = json_file.read()
        model = Sequential()
        model = model_from_json(json_string)
        model.load_weights('F:\\AutoAI\\NCmodel\\model-3+4p\\model3+4.weight', by_name=False) #path

OC_AutiAImodel.py

    def predict(self):
        with open('F:\\AutoAI\\OCmodel\\model.config', 'r') as text_file: #path
            json_string = text_file.read()
        model = Sequential()
        model = model_from_json(json_string)
        model.load_weights('F:\\AutoAI\\OCmodel\\model.weight', by_name=False) #path

RF_AutoAImodel.py

    def predict(self):
        model = joblib.load(r"F:\AutoAI\RFmodel\my_random_forest.joblib")#path

complile and run AutoAI.py
set the game initial value (it should be bigger than small bet)
press Show Player Algorithm button
select the Algorithm U want
press Run Poker Game button

(It will take some time to run the game, U can see the process in the vs code terminal.) (Most bugs can be fixed by restarting Auto.py)

Note:

DO NOT CHOOSE THE SAME AIs IN ONE GAME.
Player number should be 3~4 players.

JingSyue/AutoAI