4 papers
Imagining Probabilistic Belief Change as Imaging (Technical Report)
Gavin Rens, Thomas Meyer
Imaging is a form of probabilistic belief change which could be employed for both revision and update. In this paper, we propose a new framework for probabilistic belief change bas…
A Hybrid POMDP-BDI Agent Architecture with Online Stochastic Planning and Plan Caching
Gavin Rens, Deshendran Moodley
This article presents an agent architecture for controlling an autonomous agent in stochastic environments. The architecture combines the partially observable Markov decision proce…
Revising Incompletely Specified Convex Probabilistic Belief Bases
Gavin Rens, Thomas Meyer, Giovanni Casini
We propose a method for an agent to revise its incomplete probabilistic beliefs when a new piece of propositional information is observed. In this work, an agent's beliefs are repr…
On Stochastic Belief Revision and Update and their Combination
Gavin Rens
I propose a framework for an agent to change its probabilistic beliefs when a new piece of propositional information is observed. Traditionally, belief change occurs by either…