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Book chapter

Separating Representation, Reasoning, and Implementation for Interaction Management: Lessons from Automated Planning, M.E. Foster and R. Petrick, in K. Jokinen and G. Wilcock (eds.), Dialogues with Social Robots: Enablements, Analyses, and Evaluation, Lecture Notes in Electrical Engineering, Volume 427, pages 93-107, Springer, 2017.

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Abstract

Numerous toolkits are available for developing speech-based dialogue systems. We survey a range of currently available toolkits, highlighting the different facilities provided by each. Most of these toolkits include not only a method for representing states and actions, but also a mechanism for reasoning and selecting the actions, often combined with a technical framework designed to simplify the task of creating end-to-end systems. This near-universal tight coupling of representation, reasoning, and implementation in a single toolkit makes it difficult both to compare different approaches to dialogue system design, as well as to analyse the properties of individual techniques. We contrast this situation with the state of the art in a related research area—automated planning—where a set of common representations have been defined and are widely used to enable direct comparison of different reasoning approaches. We argue that adopting a similar separation would greatly benefit the dialogue research community