World Machine Experiments

Here are the experiments conducted in the World Machine project. For more information on each specific experiment, see our reports.

World Machine is a research project that investigates the concept and creation of computational world models. These AI systems create internal representations to understand and make predictions about the external world. See the project page for more information. The project is part of the H.IAAC, the Hub for Artificial Intelligence and Cognitive Architecture, located at the Universidade Estadual de Campinas (UNICAMP), Brazil.

Structure

• src: world_machine_experiments source code.
• reports: source of the experiment reports.

Installation / Usage

• Installing using pip:

  pip install --upgrade pip
  pip install world_machine_experiments
  

• For installing from the repository:

  git clone https://github.com/H-IAAC/WorldMachine
  cd WorldMachine/experiments
  pip install --upgrade pip
  pip install .
  

See the report of the experiment you wish to reproduce, for more information on how to perform it.

Authors

• (2025-) Elton Cardoso do Nascimento: M. Eng. student, FEEC-UNICAMP
• (Advisor, 2025-) Paula Dornhofer Paro Costa: Professor, FEEC-UNICAMP

Acknowledgements

Project supported by the brazilian Ministry of Science, Technology and Innovations, with resources from Law No. 8,248, of October 23, 1991

License

Copyright 2025 Elton Cardoso do Nascimento & Paula Dornhofer Paro Costa 

Licensed under the GNU LESSER GENERAL PUBLIC LICENSE, Version 3 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

   http://www.gnu.org/licenses/lgpl-3.0.html

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License