Domain-independent planning: representation and plan generation
Artificial Intelligence
A blackboard architecture for control
Artificial Intelligence
Artificial Intelligence
Fusion, propagation, and structuring in belief networks
Artificial Intelligence
SOAR: an architecture for general intelligence
Artificial Intelligence
Artificial Intelligence
Case-based planning: viewing planning as a memory task
Case-based planning: viewing planning as a memory task
Extending a blackboard architecture for approximate processing
Real-Time Systems
Unified theories of cognition
On the thresholds of knowledge
Artificial Intelligence
The Hearsay-II Speech-Understanding System: Integrating Knowledge to Resolve Uncertainty
ACM Computing Surveys (CSUR)
Brains, Behavior and Robotics
Inside Case-Based Reasoning
Artificial Intelligence: Where Has it Been, and Where is it Going?
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IEEE Expert: Intelligent Systems and Their Applications
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IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Input data management in real-time AI systems
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Solving time-dependent planning problems
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 2
IJCAI'75 Proceedings of the 4th international joint conference on Artificial intelligence - Volume 1
Universal plans for reactive robots in unpredictable environments
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 2
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 1
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AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
Pengi: an implementation of a theory of activity
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 1
Reactive reasoning and planning
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
A comparison of action-based hierarchies and decision trees for real-time performance
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Guaranteeing real-time response with limited resources
Artificial Intelligence in Medicine
A Domain-Specific Software Architecture for Adaptive Intelligent Systems
IEEE Transactions on Software Engineering - Special issue on software architecture
Managing multiple tasks in complex, dynamic environments
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
The Challenges of Real-Time AI
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RoboCup-98: Robot Soccer World Cup II
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Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
The Design and Implementation of Color Matching System Based on Back Propagation
IEA/AIE '02 Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
Programming Agent with Purposes: Application to Autonomous Shooting in Virtual Environment
ICVS '01 Proceedings of the International Conference on Virtual Storytelling: Using Virtual Reality Technologies for Storytelling
LANCA: A Distance Learning Architecture Based on Networked Cognitive Agents
ITS '98 Proceedings of the 4th International Conference on Intelligent Tutoring Systems
Agentification for Web Services
COMPSAC '04 Proceedings of the 28th Annual International Computer Software and Applications Conference - Volume 01
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IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
KES-AMSTA '07 Proceedings of the 1st KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
Expert Systems with Applications: An International Journal
Simulation of the Neuronal Regulator of the Lower Urinary Tract using a Multiagent System
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Agent-based buddy-finding methodology for knowledge sharing
Information and Management
Mechanical Analogy of Statement Networks
International Journal of Applied Mathematics and Computer Science - Issues in Fault Diagnosis and Fault Tolerant Control
The implications of improvisational acting and role-playing on design methodologies
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Objective coordination in multi-agent system engineering: design and implementation
Objective coordination in multi-agent system engineering: design and implementation
Integrating the GPP agent platform with JXTA
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Multi-agent systems in control engineering: a survey
Journal of Control Science and Engineering
Agent encapsulation in a cognitive vision MAS
CEEMAS'05 Proceedings of the 4th international Central and Eastern European conference on Multi-Agent Systems and Applications
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ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
A multi-agent framework for .NET
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
A classification framework of adaptation in multi-agent systems
CIA'06 Proceedings of the 10th international conference on Cooperative Information Agents
Scheduling model for a tool evaluating new radiotherapies
Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium
Smart Agent-Based Hospital Search, Appointment, and Medical Diagnosis
International Journal of E-Health and Medical Communications
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Our goal is to understand and build comprehensive agents that function effectively in challenging niches. In particular, we identify a class of niches to be occupied by ''adaptive intelligent systems (AISs)''. In contrast with niches occupied by typical AI agents, AIS niches present situations that vary dynamically along several key dimensions: different combinations of required tasks, different configurations of available resources, contextual conditions ranging from benign to stressful, and different performance criteria. We present a small class hierarchy of AIS niches that exhibit these dimensions of variability and describe a particular AIS niche, ICU (intensive care unit) patient monitoring, which we use for illustration throughout the paper. To function effectively throughout the range of situations presented by an AIS niche, an agent must be highly adaptive. In contrast with the rather Stereotypie behavior of typical AI agents, an AIS must adapt several key aspects of its behavior to its dynamic situation: its perceptual strategy, its control mode, its choices of reasoning tasks to perform, its choices of reasoning methods for performing chosen tasks; and its meta-control strategy for global coordination of all its behavior. We have designed and implemented an agent architecture that supports all of these different kinds of adaptation by exploiting a single underlying theoretical concept:An agent dynamically constructs explicit control plans to guide its choices among situation-triggered behaviors. The architecture has been used to build experimental agents for several AIS niches. We illustrate the architecture and its support for adaptation with examples from Guardian, an experimental agent for ICU monitoring.