from mock.tools import Tools
import os
import sys
sys.path.append(os.path.abspath('../tic-tac-toe-thegame'))
from tictactoe import TicTacToe
__author__ = 'phizaz'
bot_desc = {
'name': 'BotRLBetterDiscovery',
'exploratory': 1,
'rounds': 100000,
}
bot = Bot(name=1, q_table=Tools.load_source(bot_desc))
# bot starts first, but alternatively afterwards
start_turn = bot.name
while True:
game = TicTacToe()
game.restart(start=start_turn)
whose_turn = start_turn
start_turn = start_turn % 2 + 1
print('game start : ')
while True:
if whose_turn is bot.name:
# bot action
action = bot.take_turn(game.table)
else:
# user action
action = (int(input('row:')),
sys.path.append(os.path.abspath("../tic-tac-toe-thegame"))
from tictactoe import TicTacToe
# import the game from another project
import json
import time
import tictactoebot
import environment
import player
num_workers = max(multiprocessing.cpu_count() // 2, 1)
experiments = [
{"name": "BotSimpleRL", "bot": tictactoebot.BotSimpleRL, "rounds": rounds, "exploratory": exploratory}
for rounds, exploratory in Tools.cartesian_product(
[3 ** power * 10000 for power in range(0, 6)], [i / 10 for i in range(1, 10 + 1)]
)
] + [
{
"name": "BotRLBetterDiscovery",
"bot": tictactoebot.BotRLBetterDiscovery,
"rounds": rounds,
"exploratory": exploratory,
}
for rounds, exploratory in Tools.cartesian_product(
[3 ** power * 10000 for power in range(0, 6)], [i / 10 for i in range(1, 10 + 1)]
)
]
def instance(name, bot, exploratory, rounds):
