In this file, we describe the main files and folders. We checked the following environments.

ACT-R (7.21)
SBCL (2.0)
Python (3.8.12)
NumPy (1.21.5)
Pandas (1.4.2)
Matplotlib (3.5.1)
Pytourch (1.9.0)
jupyter_core (4.7.1)
jupyter-notebook (6.3.0)

act-r directory

This directory contains the source code for the ACT-R models.

The files in these directories are maze maps. Each map file includes exterior walls, so the actual map sizes are 5x5, 7x7, and 9x9.

random.lisp randome model
backtrack.lisp DFS model
instance-base.lisp DFS+IBL model
main.py This file describes the main process for executing the ACT-R model. Please place this file and the maze map directories in the same location mentioned above under the ACT-R environment. Additionally, please set the path to each of the aforementioned models on line 310 of this file. After launching ACT-R, you can execute the following command.

execution example: python main.py

Please install Python version 3 or higher. Additionally, make sure to install NumPy and Pandas.

data directory

This directory contains the simulation results of the models (ACT-R and ICM) and a script that outputs them to graphs.

This directory contains the source code for the ICM model.

These files in these directories are the same maze maps above (act-r directory).

main.py This file describes the main process for executing the ICM model. Please place this file and the maze map directories in the same location.

execution example: python main.py