/MEPS-Paper

Primary LanguagePythonBSD 3-Clause "New" or "Revised" LicenseBSD-3-Clause

Multi-Objective Evolutionary Policy Search (MEPS)

MEPS

Multi-Objective Evolutionary Policy Search (MEPS) algorithm

Required libraries:

  • tqdm
  • pygmo
  • deap
  • pytorch
  • pymoo
  • numpy

Instructions for MEPS:

Inside the folder, open a terminal and run python setup.py install. Then, run pip install .. To run the experiment, go to MEPS_v1/Experiments and run python evolve_feedforward.py. The output will be saved in the folder results.

Code is based on McIntyre, A., Kallada, M., Miguel, C. G., Feher de Silva, C., & Netto, M. L. neat-python [Computer software]