Probabilistic Planning

Markov Decision Processes (MDPs) are often used in Artificial Intelligence to solve probabilistic sequential decision-making problems. …

Ce projet vise à trouver différentes façons d’améliorer la performance des planificateurs de (SSP-)MDP en considérant l’architecture des ordinateurs (p.ex., la mémoire cache, le parallélisme, etc.).

Markov Decision Processes (MDPs) are useful to solve real-world probabilistic planning problems. However, finding an optimal solution …