Fuzzy Mediation for Online Learning in Autonomous Agents
| dc.contributor.author | Vincenti, Giovanni | |
| dc.contributor.author | Trajkovski, Goran | |
| dc.date.accessioned | 2017-09-20T13:01:42Z | |
| dc.date.available | 2017-09-20T13:01:42Z | |
| dc.date.issued | 2006-01 | |
| dc.description.abstract | Information fusion is a field that deals with merging multiple inputs to create a single output. Several fusion mechanisms are in place, but none can be easily adapted to accommodate for online learning using a simulator. This paper analyzes the concept of fuzzy mediation as a novel approach to the creation of a framework through simulations of controllers interacting with a controllable object. We propose this new algorithm as a mean to improved methods of learning through positive reinforcement, observation, and direct interaction with the object to be controlled. | en_US |
| dc.format.extent | 7 pages | en_US |
| dc.genre | conference papers and proceedings | en_US |
| dc.identifier | doi:10.13016/M25T3G088 | |
| dc.identifier.citation | Vincenti, G., & Trajkovski, G. (2006). Fuzzy mediation for online learning in autonomous agents. In 2006 Fall AAAI Symposium, 1-7. | en_US |
| dc.identifier.uri | http://hdl.handle.net/11603/5416 | |
| dc.language.iso | en_US | en_US |
| dc.publisher | AAAI Conference | en_US |
| dc.relation.isAvailableAt | University of Baltimore | |
| dc.subject | online learning | en_US |
| dc.subject | autonomous agents | en_US |
| dc.subject | information fusion | en_US |
| dc.subject | fuzzy mediation | en_US |
| dc.title | Fuzzy Mediation for Online Learning in Autonomous Agents | en_US |
| dc.type | Text | en_US |
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