DeepLIneWars is a real time strategy simulator which takes inspiration from Hero Line Wars, a Warcraft 3 mod available at battle.net
Purpose of this simulator is to use reinforcement learning to achieve perfect play.
pip3 install git+https://github.com/CAIR/DeepLineWars.gitRemember that non image representation is channels_first!
import gym
import DeepLineWars # This is required in order to load DeepLineWars
import os
if __name__ == '__main__':
# Reset environment
env = gym.make("deeplinewars-deterministic-11x11-v0")
s = env.reset()
# Set terminal state to false
terminal = False
while not terminal:
# Draw environment on screen
env.render() # For image you MUST call this
# Draw action from distribution
a = env.action_space.sample()
# Perform action in environment
s1, r, t, _ = env.step(a)
terminal = t
s = s1There are several environments available for Deep Line Wars
deeplinewars-deterministic-11x11-v0
deeplinewars-deterministic-13x13-v0
deeplinewars-deterministic-15x15-v0
deeplinewars-deterministic-17x17-v0
deeplinewars-random-v0
deeplinewars-shuffle-11x11-v0
deeplinewars-shuffle-13x13-v0
deeplinewars-shuffle-15x15-v0
deeplinewars-shuffle-17x17-v0
deeplinewars-stochastic-11x11-v0
deeplinewars-stochastic-13x13-v0
deeplinewars-stochastic-15x15-v0
deeplinewars-stochastic-17x17-v0
Copyright 2017 Per-Arne Andersen
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
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