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Config.py

Config.py

 
 

Const.py

Const.py

 
 

Experience.py

Experience.py

 
 

Game.py

Game.py

 
 

Master.py

Master.py

 
 

MessageParser.py

MessageParser.py

 
 

NetworkVP.py

NetworkVP.py

 
 

ProcessGame.py

ProcessGame.py

 
 

README.md

README.md

 
 

Worker.py

Worker.py

 
 

start.sh

start.sh

 
 

stop.sh

stop.sh

 
 

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Instruction

  • A3C Algorithms

    1. Support multi-process architecture
    2. Need install tensorflow and numpy
    3. Only support python3
    4. It will start 1 master and n workers when running

  • Support Linux

  • Two Modes: Algorithm Push Mode & Game Push Mode.

    • if you set Config.GAME_PUSH_ALGORITHM = True, then the program will be running in Game Push Mode, otherwise, Algorithm Push Mode.

Usage:

  • Linux:
    • start: sh start.sh
    • stop: sh stop.sh

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A3C reinforcement learning algorithm

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reinforcement-learning-algorithms

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