Unibot, a Universal Agent Architecture for Robots
| Autor: | Goran Zaharija, Saša Mladenović, Lada Maleš |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
Personal robot
Social robot General Computer Science Computer science business.industry media_common.quotation_subject Mobile robot agent-based systems learning and adaptive systems AI reasoning methods computer.software_genre Robot learning lcsh:QA75.5-76.95 Robot control Intelligent agent Human–computer interaction Robot artificial intelligence cognitive robotics intelligent agents lcsh:Electronic computers. Computer science Artificial intelligence business Cognitive robotics Agent architecture computer Autonomy media_common |
| Zdroj: | Journal of Computing and Information Technology, Vol 25, Iss 1, Pp 31-45 (2017) Journal of computing and information technology Volume 25 Issue 1 |
| ISSN: | 1846-3908 1330-1136 |
| DOI: | 10.20532/cit.2017.1003573 |
| Popis: | Today there are numerous robots in different applications domains despite the fact that they still have limitations in perception, actuation and decision process. Consequently, robots usually have limited autonomy, they are domain specific or have difficulty to adapt on new environments. Learning is the property that makes an agent intelligent and the crucial property that a robot should have to proliferate into the human society. Embedding the learning ability into the robot may simplify the development of the robot control mechanism. The motivation for this research is to develop the agent architecture of the universal robot – Unibot. In our approach the agent is the robot i.e. Unibot that acts in the physical world and is capable of learning. The Unibot conducts several simultaneous simulations of a problem of interest like path- finding. The novelty in our approach is the Multi-Agent Decision Support System which is developed and integrated into the Unibot agent architecture in order to execute simultaneous simulations. Furthermore, the Unibot calculates and evaluates between multiple solutions, decides which action should be performed and performs the action. The prototype of the Unibot agent architecture is described and evaluated in the experiment supported by the Lego Mindstorms robot and the NetLogo. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|