Saeed Harati Asl

Université de Montréal
Candidat Ph.D.
superviseur(e): Liliana Perez
Début: 2016-01-01
Fin: 2022-08-01

Projet

Approche hybride à base d'agents pour simuler l'émergence de comportements écologiquement responsables chez les utilisateurs des ressources naturelles

Mots-clés

Complex Systems Modelling, Agent-based modelling, Coupled Human and Natural Systems, machine learning, Reinforcement Learning

Publications

1- Validating models of one-way land change: an example case of forest insect disturbance
Harati, Saeed, Liliana Perez, Roberto Molowny-Horas, Robert Gilmore Pontius
2021 Landscape Ecology

2- Promoting the Emergence of Behavior Norms in a Principal–Agent Problem—An Agent-Based Modeling Approach Using Reinforcement Learning
Harati, Saeed, Liliana Perez, Roberto Molowny-Horas
2021 Applied Sciences

3- Towards Modelling Future Trends of Quebec’s Boreal Birds’ Species Distribution under Climate Change
Gaudreau, Jonathan, Liliana Perez, Saeed Harati
2018 ISPRS International Journal of Geo-Information

4- Integrating Neighborhood Effect and Supervised Machine Learning Techniques to Model and Simulate Forest Insect Outbreaks in British Columbia, Canada
Harati, Saeed, Liliana Perez, Roberto Molowny-Horas
2020 Forests