Saeed Harati Asl

Université de Montréal
Ph.D. candidate

Supervisor: Liliana Perez
Start: 2016-01-01
End: 2021-12-23

Project

A hybrid agent-based approach to simulation of emergence of environmentally responsible behaviour among natural resource users

Keywords

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

Publications

1- 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

2- 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

3- 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

4- 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