i-makinori/coin_gather_game

coin gather game which is able to try machine learning algorithms.

coin gather game

the game, which player gathers coins

how to play :: install and execute

player_mode

requipments : pygame # sdl game_engine wrapper for python

$ pip install pygame 
$ python game.py

AI_mode

requipments : chainer # and some dependments

$ pip install chainer # and some dependments
$ python neuralnet_ai.py 

neuralnet_ai.py

example of ai_lib
using 4-layer neural network, the sample model to gain actions.
more detils : documents/neuralnet_ai (Japanese)

rule

touching this to understand this game.

objects of environment

name	shape	works
player	blue rect	player
wall	broun rect	make player reflected
warmhole	green rect	make player worped
coin	black->pink (rect)	object to gather

operation

1.using arrow keys, move to where coins were placed. 1.while player touches coin, the color of coins are changed 1.after touch them for awhile, coin appears next place. 1.repeat it 1.z key to give up currently appeared coin 1.Esc to exit game

operation (AI_mode)

more detils : documents/neuralnet_ai (Japanese)
for neuralnet_ai.py, in addition to player_mode ...

keys list

key	works
x	teach use arrow key
c	out of stack to network
a	down fps rate
q	up fps rate
w	up frame_per_predict
s	down frame_per_predict
r	save network model
f	load_network model
d	exit game

hacking

more detils : documents/hacking (Japanese)__

to do

1. more useful UI
2. test more machine learning algorithms
3. refatctering
4. mulchiagent buttle