@misc{44, author = {Gavin Rens and Tommie Meyer and G. Lakemeyer}, title = {On the Logical Specification of Probabilistic Transition Models}, abstract = {We investigate the requirements for specifying the behaviors of actions in a stochastic domain. That is, we propose how to write sentences in a logical language to capture a model of probabilistic transitions due to the execution of actions of some agent.We propose a definition for ‘proper’ and ‘full’ probabilistic transition model specifications and suggest which assumptions can and perhaps should be made about such specifications to make them more parsimonious. Making a priori or default assumptions about the nature of transitions is useful when a given transition model is not fully specified. Two default assumption approaches will be considered.}, year = {2013}, journal = {Commonsense-2013}, number = {27/05 - 29/05}, }