31 citations · 54 across the 8 of their papers we have counts for
4 papers · 1 filter
Monte Carlo Tree Search Satellite Scheduling Under Cloud Cover Uncertainty
Justin Norman, Francois Rivest
Efficient utilization of satellite resources in dynamic environments remains a challenging problem in satellite scheduling. This paper addresses the multi-satellite collection sche…
ChronosPerseus: Randomized Point-based Value Iteration with Importance Sampling for POSMDPs
Richard Kohar, François Rivest, Alain Gosselin
In reinforcement learning, agents have successfully used environments modeled with Markov decision processes (MDPs). However, in many problem domains, an agent may suffer from nois…
Towards Personalization of User Preferences in Partially Observable Smart Home Environments
Shashi Suman, Francois Rivest, Ali Etemad
The technologies used in smart homes have recently improved to learn the user preferences from feedback in order to enhance the user convenience and quality of experience. Most sma…
Potential Impacts of Smart Homes on Human Behavior: A Reinforcement Learning Approach
Shashi Suman, Ali Etemad, Francois Rivest
We aim to investigate the potential impacts of smart homes on human behavior. To this end, we simulate a series of human models capable of performing various activities inside a re…