Playing Fighting the Landlord, a Chinese poker game using Minimax and MCTS algorithms.
基于Minimax和MCTS算法的两种斗地主.
Python version 3.3 or above is required.
git clone https://github.com/leyiqiang/fighting_the_landlord.git
python ./game.py
###Optional Arguments:
| Parameter | Default | Description |
|---|---|---|
| -l --landlord | ReflexAgent | Agent used for landlord |
| -f --farmer | ReflexAgent | Agent used for the two farmers |
| -e --evaluation | Random | Rollout policy used for agents |
| -d --debug | False | Set debug mode of the program |
###Agent Types:
ReflexAgent: Play cards automatically by randomly select available combos.
ManualAgent: Play cards by the user manually.
MiniMaxAgent: Play cards automatically using Minimax(without Alpha-Beta Pruning) algorithm.
AlphaBetaAgent: Play cards automatically using Minimax(with Alpha-Beta Pruning) algorithm.
MCTAgent: Play cards using MCTS algorithm (slow).
###Rollout Policies:
random: randomly select plays.
longest_combo: select combo with the largest amount of cards.
card_value: select combo with highest sum of values (see card values in constants.py).
evaluation: select combo with highest sum of evaluation points(see card_rating in constants.py).
Play card numbers separated by commas, type "PASS" to pass current turn.
###Card values:
Red Joker > Black Joker > 2 > A > K > Q > J ...
Color doesn't matter
THREE = 0
FOUR = 1
FIVE = 2
SIX = 3
SEVEN = 4
EIGHT = 5
NINE = 6
TEN = 7
J = 8
Q = 9
K = 10
A = 11
TWO = 12
BLACK_JOKER = 13
RED_JOKER = 14
For example, if you want to play triple FIVE with a THREE in your turn, type
2,2,2,0 in the command.