SimpleMemoryTestingEnv

This is a simple OpenAI Gym-compatible environment to test RL agent's memory.

Usage

gym must be installed. Environments can be created as follows:

>>> import gym
>>> import simple_memory_testing_env
>>> env = gym.make("SimpleMemoryTestingEnv-v0")

• default environment (partial observability + memory-requiring T-maze with 4 different colors) : "SimpleMemoryTestingEnv-v0" (with only 2 colors: "SimpleMemoryTestingEnv-2Colors-v0")

• easy environment (partial observability maze with 4 different colors) : "SimpleMemoryTestingEnv-Easy-v0" (with only 2 colors: "SimpleMemoryTestingEnv-Easy-2Colors-v0")

Installation

Installing via pip

This package is available in PyPi as simple_memory_testing_env

pip install simple_memory_testing_env

Installing via cloning this repository

git clone https://www.github.com/Near32/SimpleMemoryTestingEnv
cd SimpleMemoryTestingEnv
pip install -e .