Bot statistics

[juwei95]

Synopsis

Simulates multiple games and computes and visualizes player statistics.
Useful for evaluation of bot features.

Usage

python3 monte_carlo.py [-h] [-n RUNS] [-r ROUNDS] [-c CHUNKSIZE] [-v VIZ]

Arguments

Opt	Option	Argument	Type	Default	Description
-h	--help				Show this help message and exit
-n	--runs	RUNS	int	10	Number of games to simulate
-r	--rounds	ROUNDS	int	100	Number of rounds per game
-c	--chunksize	CHUNKSIZE	int	16	Number of games to simulate in parallel
-v	--viz	VIZ	str	viz.png	Visualization output filename

Demo output

All runs completed in 11.866 s.

Number of wins:      {'D3STROYER': 1}
Average gold at end: {'NonRandom': 238, 'SillyScout': 555, 'D3STROYER': 1425, 'Adlhart': 1362}

All runs completed in 78.203 s.

Number of wins:      {'Adlhart': 83, 'D3STROYER': 16, 'SillyScout': 1}
Average gold at end: {'NonRandom': 148, 'SillyScout': 252, 'D3STROYER': 495, 'Adlhart': 808}

[the-other-thanos]

nice, also pretty cool to be able to run games in parallel. We could also start making versions of our Bot run against itself to compare different tactics and ideas for the next round