Exploration and Planning in a Three-Level Cognitive Architecture

Dirk Kraft, Emre Baseski, Mila Popovic, Anna Marta Batog, Anders Kjær-Nielsen, Norbert Krüger, Ron Petrick, Christopher Geib, Nicolas Pugeault, Mark Steedman, Tamim Asfour, Rüdiger Dillmann, Sinan Kalkan, Florentin Wörgötter, Bermhard Hommel, Renaud Detry, Justus Piater

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Abstract

We describe an embodied cognitive system based on a three-level architecture that includes a sensorimotor layer, a mid-level layer that stores and reasons about object-action episodes, and a high-level symbolic planner that creates abstract action plans to be realised and possibly further specified by the lower levels. The system works in two modes, exploration and plan execution, that both make use of the same architecture. We give results of different sub-processes as well as their interaction. In particular, we describe the generation and execution of plans as well as a set of learning processes that take place independently of, or in parallel with, plan execution.
Original languageEnglish
Title of host publicationProceedings of the International Conference on Cognitive Systems
Number of pages8
PublisherCogsys
Publication date2008
Publication statusPublished - 2008
EventInternational Conference on Cognitive Systems (CogSys 2008) - Karlsruhe, Germany
Duration: 2. Apr 20084. Apr 2008

Conference

ConferenceInternational Conference on Cognitive Systems (CogSys 2008)
Country/TerritoryGermany
CityKarlsruhe
Period02/04/200804/04/2008

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