An implementation of the popular board game Take It Easy! to be used for Reinforcement Learning
Project description
take_it_easy
The game has two modes:
“play”: In the play mode, the entire game will be simulated including drawing tiles randomly. This is usefull to play with the computer or to train an Reinforcement Learning algorithm
“input”: In input mode, the user specifies what tile has been drawn, e.g., when playing a real-life game
Install
pip install take_it_easy
How to use
To play the game with random actions:
from take_it_easy.tiles import Tiles
from take_it_easy.board import Board
from take_it_easy.play import play_random_game
board = Board()
tiles = Tiles()
play_random_game(board, tiles, return_board = True)
[[-2 0 2 0 0 0]
[-2 1 1 0 0 0]
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[-1 0 1 0 0 0]
[-1 1 0 0 0 0]
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[ 0 -2 2 0 0 0]
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[ 0 1 -1 0 0 0]
[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
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[ 1 0 -1 0 0 0]
[ 1 1 -2 0 0 0]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 0 0 0]
[ 2 0 -2 0 0 0]]
Score impact: 0, potential score impact: 24
[[-2 0 2 0 0 0]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 0 0 0]
[-1 1 0 0 0 0]
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[ 0 -2 2 0 0 0]
[ 0 -1 1 0 0 0]
[ 0 0 0 0 0 0]
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[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
[ 1 -1 0 0 0 0]
[ 1 0 -1 0 0 0]
[ 1 1 -2 0 0 0]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 0 0 0]
[ 2 0 -2 0 0 0]]
Score impact: 0, potential score impact: 2
[[-2 0 2 0 0 0]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 0 0 0]
[-1 1 0 0 0 0]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 0 0 0]
[ 0 0 0 0 0 0]
[ 0 1 -1 0 0 0]
[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
[ 1 -1 0 0 0 0]
[ 1 0 -1 0 0 0]
[ 1 1 -2 0 0 0]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 0 0 0]
[ 2 0 -2 0 0 0]]
Score impact: 0, potential score impact: 11
[[-2 0 2 0 0 0]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 0 0 0]
[-1 1 0 0 0 0]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 0 0 0]
[ 0 0 0 0 0 0]
[ 0 1 -1 0 0 0]
[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
[ 1 -1 0 0 0 0]
[ 1 0 -1 0 0 0]
[ 1 1 -2 0 0 0]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 0 0 0]]
Score impact: 0, potential score impact: 6
[[-2 0 2 0 0 0]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 0 0 0]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 0 0 0]
[ 0 0 0 0 0 0]
[ 0 1 -1 0 0 0]
[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
[ 1 -1 0 0 0 0]
[ 1 0 -1 0 0 0]
[ 1 1 -2 0 0 0]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 0 0 0]]
Score impact: 0, potential score impact: 1
[[-2 0 2 0 0 0]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 0 0 0]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 0 0 0]
[ 0 0 0 0 0 0]
[ 0 1 -1 0 0 0]
[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
[ 1 -1 0 0 0 0]
[ 1 0 -1 0 0 0]
[ 1 1 -2 0 0 0]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: 14
[[-2 0 2 0 0 0]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 0 0 0]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 5 3 7]
[ 0 0 0 0 0 0]
[ 0 1 -1 0 0 0]
[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
[ 1 -1 0 0 0 0]
[ 1 0 -1 0 0 0]
[ 1 1 -2 0 0 0]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: 1
[[-2 0 2 0 0 0]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 0 0 0]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 5 3 7]
[ 0 0 0 0 0 0]
[ 0 1 -1 0 0 0]
[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
[ 1 -1 0 0 0 0]
[ 1 0 -1 5 4 6]
[ 1 1 -2 0 0 0]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: -12
[[-2 0 2 0 0 0]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 0 0 0]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 5 3 7]
[ 0 0 0 0 0 0]
[ 0 1 -1 0 0 0]
[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
[ 1 -1 0 1 8 2]
[ 1 0 -1 5 4 6]
[ 1 1 -2 0 0 0]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: -6
[[-2 0 2 9 8 2]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 0 0 0]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 5 3 7]
[ 0 0 0 0 0 0]
[ 0 1 -1 0 0 0]
[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
[ 1 -1 0 1 8 2]
[ 1 0 -1 5 4 6]
[ 1 1 -2 0 0 0]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: -3
[[-2 0 2 9 8 2]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 0 0 0]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 5 3 7]
[ 0 0 0 1 3 6]
[ 0 1 -1 0 0 0]
[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
[ 1 -1 0 1 8 2]
[ 1 0 -1 5 4 6]
[ 1 1 -2 0 0 0]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: -5
[[-2 0 2 9 8 2]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 5 3 2]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 5 3 7]
[ 0 0 0 1 3 6]
[ 0 1 -1 0 0 0]
[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
[ 1 -1 0 1 8 2]
[ 1 0 -1 5 4 6]
[ 1 1 -2 0 0 0]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: 0
[[-2 0 2 9 8 2]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 5 3 2]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 5 3 7]
[ 0 0 0 1 3 6]
[ 0 1 -1 0 0 0]
[ 0 2 -2 0 0 0]
[ 1 -2 1 9 8 7]
[ 1 -1 0 1 8 2]
[ 1 0 -1 5 4 6]
[ 1 1 -2 9 8 6]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: -2
[[-2 0 2 9 8 2]
[-2 1 1 5 4 2]
[-2 2 0 0 0 0]
[-1 -1 2 0 0 0]
[-1 0 1 5 3 2]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 5 3 7]
[ 0 0 0 1 3 6]
[ 0 1 -1 0 0 0]
[ 0 2 -2 1 8 6]
[ 1 -2 1 9 8 7]
[ 1 -1 0 1 8 2]
[ 1 0 -1 5 4 6]
[ 1 1 -2 9 8 6]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: -3
[[-2 0 2 9 8 2]
[-2 1 1 5 4 2]
[-2 2 0 5 8 6]
[-1 -1 2 0 0 0]
[-1 0 1 5 3 2]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 5 3 7]
[ 0 0 0 1 3 6]
[ 0 1 -1 0 0 0]
[ 0 2 -2 1 8 6]
[ 1 -2 1 9 8 7]
[ 1 -1 0 1 8 2]
[ 1 0 -1 5 4 6]
[ 1 1 -2 9 8 6]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: 0
[[-2 0 2 9 8 2]
[-2 1 1 5 4 2]
[-2 2 0 5 8 6]
[-1 -1 2 9 4 6]
[-1 0 1 5 3 2]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 0 0 0]
[ 0 -1 1 5 3 7]
[ 0 0 0 1 3 6]
[ 0 1 -1 0 0 0]
[ 0 2 -2 1 8 6]
[ 1 -2 1 9 8 7]
[ 1 -1 0 1 8 2]
[ 1 0 -1 5 4 6]
[ 1 1 -2 9 8 6]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: -2
[[-2 0 2 9 8 2]
[-2 1 1 5 4 2]
[-2 2 0 5 8 6]
[-1 -1 2 9 4 6]
[-1 0 1 5 3 2]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 9 4 7]
[ 0 -1 1 5 3 7]
[ 0 0 0 1 3 6]
[ 0 1 -1 0 0 0]
[ 0 2 -2 1 8 6]
[ 1 -2 1 9 8 7]
[ 1 -1 0 1 8 2]
[ 1 0 -1 5 4 6]
[ 1 1 -2 9 8 6]
[ 2 -2 0 0 0 0]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: -8
[[-2 0 2 9 8 2]
[-2 1 1 5 4 2]
[-2 2 0 5 8 6]
[-1 -1 2 9 4 6]
[-1 0 1 5 3 2]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 9 4 7]
[ 0 -1 1 5 3 7]
[ 0 0 0 1 3 6]
[ 0 1 -1 0 0 0]
[ 0 2 -2 1 8 6]
[ 1 -2 1 9 8 7]
[ 1 -1 0 1 8 2]
[ 1 0 -1 5 4 6]
[ 1 1 -2 9 8 6]
[ 2 -2 0 1 4 7]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: -18
[[-2 0 2 9 8 2]
[-2 1 1 5 4 2]
[-2 2 0 5 8 6]
[-1 -1 2 9 4 6]
[-1 0 1 5 3 2]
[-1 1 0 9 3 6]
[-1 2 -1 1 3 7]
[ 0 -2 2 9 4 7]
[ 0 -1 1 5 3 7]
[ 0 0 0 1 3 6]
[ 0 1 -1 1 4 2]
[ 0 2 -2 1 8 6]
[ 1 -2 1 9 8 7]
[ 1 -1 0 1 8 2]
[ 1 0 -1 5 4 6]
[ 1 1 -2 9 8 6]
[ 2 -2 0 1 4 7]
[ 2 -1 -1 9 4 2]
[ 2 0 -2 9 3 2]]
Score impact: 0, potential score impact: 0
finished game with score: 0
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