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Symbolic-Connectionist Representational Model for Optimizing Decision Making Behavior in Intelligent Systems

R. John Martin, Sujatha Sujatha
2018 International Journal of Electrical and Computer Engineering (IJECE)  
The action selection module of this framework is forefront in evolving intelligent agents through a variety of soft computing models.  ...  optimizing decion making behaviours in intelligent agents.  ...  Alongside of this learning, using the conscious contents, possible schemas for the action behavior are evolved from the Procedural Memory.  ... 
doi:10.11591/ijece.v8i1.pp326-332 fatcat:csf5bksljzhztjn4r6zgnsk4we

Representation of Procedural Knowledge of an Intelligent Agent Using a Novel Cognitive Memory Model [chapter]

Kumari Wickramasinghe, Damminda Alahakoon
2005 Lecture Notes in Computer Science  
In this paper, we introduce Memory Nets, a knowledge representation targeted at Autonomous Intelligent Agents (IAs) operating in real world.  ...  In addition, it has to provide means for tightly coupling the internal representation to real-world events.  ...  INTRODUCTION In the artificial intelligence domain, the term Intelligent Agent (IA) is commonly used for autonomous entities with sensors and actuators which act within an environment in a purposeful way  ... 
doi:10.1007/11552413_102 fatcat:67dkkzhjpnajjcuarwcn7gfzmi

Integration of cognitive systems across disciplinary boundaries

Ron Sun, Vasant Honavar, Gregg C Oden
1999 Cognitive Systems Research  
for different topics representation).  ...  Second, as important as integrating models and perceived to be fundamentally different paradigms theories from different paradigms is the need for (e.g., symbolic artificial intelligence, neural net-development  ...  for different topics representation).  ... 
doi:10.1016/s1389-0417(99)00009-1 fatcat:dqnq355bwvajdmibkwx6ksu4za

RTOP: A Conceptual and Computational Framework for General Intelligence [article]

Shilpesh Garg
2020 arXiv   pre-print
A novel general intelligence model is proposed with three types of learning.  ...  of group nodes for simpler logic pathways.  ...  ACKNOWLEDGMENTS We thank Ashish Kapoor, Sr Principal Research Manager, Microsoft for the motivation and guidance  ... 
arXiv:1910.10393v2 fatcat:k5oudzb5wzedjkk6espxdpimki

A system model of the primate neocortex

Alan H. Bond
1999 Neurocomputing  
Experimental evidence has shown that the primate neocortex consists in the main of a set of cortical regions which form a perception hierarchy, an action hierarchy and connections between them.  ...  We develop a computational architecture for the brain in which each cortical region is represented by a computational module with processing and storage abilities.  ...  The author would like to thank Professor Pietro Perona for his generous support and encouragement, and Professor Steven Mayo for providing invaluable computer resources, at Caltech, where this research  ... 
doi:10.1016/s0925-2312(98)00163-5 fatcat:j5jdpvhvsrd6hd777t23c2y2v4

A Comparison Among Cognitive Architectures: A Theoretical Analysis

Danilo Fernando Lucentini, Ricardo Ribeiro Gudwin
2015 Procedia Computer Science  
Methodology For the sake of generating intelligent behavior for artificial agents, the studied cognitive architectures model their behavior in terms of a cognitive cycle.  ...  When the current state matches some schema, these will be used by the AS to select the appropriate action using a modified version of Mae's Behavior Net [5] .  ... 
doi:10.1016/j.procs.2015.12.198 fatcat:ez5w3llchvdsviwksquh6mperi

The Web as an Autobiographical Agent [chapter]

Maya Dimitrova, Emilia I. Barakova, Tino Lourens, Petia Radeva
2004 Lecture Notes in Computer Science  
and consolidating the learned information for efficient further use.  ...  The rewardbased autobiographic memory approach has been applied to the Web search agent.  ...  Nicholas Kushmerick and JP McGowan from University College Dublin for sharing the ideas and realization of the Web Persanae interface.  ... 
doi:10.1007/978-3-540-30106-6_52 fatcat:lkf67w4g7bgpbpe6czkzjdzzxq

The MicroPsi architecture [chapter]

Joscha Bach
2009 Principles of Synthetic Intelligence PSI: An Architecture of Motivated Cognition  
This paper gives an introduction into MicroPsi components and representation.  ...  The MicroPsi agent architecture describes the interaction of emotion, motivation and cognition of situated agents based on the Psi theory of Dietrich Dörner.  ...  Acknowledgments This work would not have been possible if not for many interesting and helpful discussions with Prof. D. Dörner and members of his group.  ... 
doi:10.1093/acprof:oso/9780195370676.003.0008 fatcat:djv752li55akjeclq6ooiecsqa

Effective tool use in a habile agent

A.B. Wood, T.E. Horton, R. St Amant
2005 2005 IEEE Design Symposium, Systems and Information Engineering  
In flus paper we give an overview of research on the use of physical tools, using this information to motivate a set of requirements for building artificial habile agents.  ...  We argue that analysis.of activities of such toolusing agents offers an informative waj-to evaluate intelligence.  ...  For reasons of complexily management however. the MMC net is not used for all of Canis's actions.  ... 
doi:10.1109/sieds.2005.193241 fatcat:qpdin33egjf6lb2eaphydpr7qm

Improvisational Computational Storytelling in Open Worlds [chapter]

Lara J. Martin, Brent Harrison, Mark O. Riedl
2016 Lecture Notes in Computer Science  
We lay out some of the research challenges and propose two agent architectures that can provide the basis for exploring the research issues surrounding open-world human-agent interactions.  ...  The goal is to develop an intelligent agent that can sensibly co-create a story with one or more humans through natural language.  ...  The authors would also like to thank Will Hancock for his work on our initial plot graph system.  ... 
doi:10.1007/978-3-319-48279-8_7 fatcat:6wvedzvzmzguvee6ra62svp5d4

BPMN pattern for agent-based simulation model representation

Bhakti S. S. Onggo
2012 Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC)  
This paper advocates use of the Business Process Model and Notation diagrams for agent-based simulation conceptual model representation in the context of business applications.  ...  Many existing methods for the conceptual model representation of agent-based simulation models are less friendly to business users.  ...  nature of the nets and the lack of a specification for intelligence.  ... 
doi:10.1109/wsc.2012.6465145 dblp:conf/wsc/Onggo12a fatcat:pqusfvwufrdy5ds5rnrqdyikoe

The semantic method for agents' knowledge representation in the Cognitive Integrated Management Information System

Marcin Hernes
2015 Position Papers of the 2015 Federated Conference on Computer Science and Information Systems  
This paper presents a method for agents' knowledge representation by using semantic network with node and links activation level defined on the instance, concept, relation and axiom level.  ...  The first part shortly presents the state-of-the-art in the considered field; next, the CIMIS prototype is shortly characterized; the formal definition of a method for agents' knowledge representation  ...  Presented methods for knowledge representation can be used only in respect of the one group of cognitive agent representation.  ... 
doi:10.15439/2015f319 dblp:conf/fedcsis/Hernes15 fatcat:ezg6pnr6yrc33nv2hz5zlescyq

Error Recovery in Production Systems: A Petri Net Based Intelligent System Approach [chapter]

Nicholas G.
2008 Petri Net, Theory and Applications  
Intelligent system approaches using Petri nets 4.1 Intelligent agent approaches Current efforts are directed towards the aspects of error recovery associated with intelligent agent-based manufacturing  ...  Our research aims to provide some evidence as to how the performance of a manufacturing system can be improved by using intelligent agents modeled with Petri Nets.  ...  With the recovery trajectory incorporated into the original net, the workstation control agent is required to execute the recovery actions.  ... 
doi:10.5772/5323 fatcat:hm7ottkc3fd2ra5osiekpgr7yu

Understanding Behavior of System of Systems Through Computational Intelligence Techniques

Cihan Dagli, Nil Kilicay
2007 2007 1st Annual IEEE Systems Conference  
This paper focuses on In System of system analysis, the architecture computational intelligence techniques used efforts are focused on the evolution of the existing for analysis of complex adaptive systems  ...  application area and focus [2], [11] , level of systems integration leading towards [14] .Future Combat Systems (FCS), NATO, trans-Systems of Systems (SoS) that adapt to national virtual enterprises, intelligent  ...  Agents in memory. The long-term production memory Multi-agent systems (MAS) contain processes for coordinates all the modules in ACR-R [9] .  ... 
doi:10.1109/systems.2007.374658 fatcat:e7n524nxr5df5pnuied5ciagny

A Sense beyond All Senses: That Sense of Errors Changing Our Lives in the Technology Driven World

Debatri Das
2020 International Journal of Innovative Science and Research Technology  
would lead us towards the correct answer.  ...  We all have probably generated this wish since the time of being a kid and while dealing with an wild guess in a quiz competition, we all used to think what if I would develop that sense within us that  ...  for any memory less channel  ... 
doi:10.38124/ijisrt20aug514 fatcat:ciiw3c7a7fhydpvae73n3ppqhi
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