This repository contains a PIP package which is an OpenAI environment for simulating an environment for the AbadIA (The abbey of crime game).

Installation

Install the OpenAI gym.

Then install this package via

pip install -e .

Usage

import gym
import gym_abadia

env = gym.make('abadia-v0')

how to test with a dumb agent. Launch the game engine:

./VigasocoSDL abadia -input:libVigasocoFakeInputPlugin.so,FakeInputPlugin -audio:libVigasocoNULLAudioPlugin.so,NULLAudioPlugin

run the dumb agent:

(python3) ~/proyectos/abadia-gym (master ✘)✹✭ ᐅ python3 agentv1.py

The Environment

Imagine you are selling bananas. One at a time. And the bananas get bad pretty quickly. Let's say in 3 days. The probability that I will sell the banana is given by

$$p(x) = (1+e)/(1. + e^(x+1))$$

where x-1 is my profit. This x-1 is my reward. If I don't sell the banana, the agent gets a reward of -1 (the price of the banana).