The blackboard model of problem solving
AI Magazine
Addressing real-time constraints in the design of autonomous agents
Real-Time Systems
Reasoning with cases and hypotheticals in HYPO
International Journal of Man-Machine Studies - AI and legal reasoning. Part 1
Artificial Intelligence
C4.5: programs for machine learning
C4.5: programs for machine learning
CADET: a case-based synthesis tool for engineering design
International Journal of Expert Systems - Special issue on case-based reasoning
A survey of research in deliberative real-time artificial intelligence
Real-Time Systems
APRIL—Agent PRocess Interaction Language
ECAI-94 Proceedings of the workshop on agent theories, architectures, and languages on Intelligent agents
Knowledge engineering and management: the CommonKADS methodology
Knowledge engineering and management: the CommonKADS methodology
Towards a real-time architecture for time-aware agents
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1
The Challenges of Real-Time AI
Computer
Cooperative Case-Based Reasoning
ECAI '96 Selected papers from the Workshop on Distributed Artificial Intelligence Meets Machine Learning, Learning in Multi-Agent Environments
Using k-d Trees to Improve the Retrieval Step in Case-Based Reasoning
EWCBR '93 Selected papers from the First European Workshop on Topics in Case-Based Reasoning
Collaborative Case-Based Reasoning: Applications in Personalised Route Planning
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
When Two Case Bases Are Better than One: Exploiting Multiple Case Bases
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Behavior Retrieval for Robot Control in a Unified CBR Hybrid Planner
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference
Modelling Agents in Hard Real-Time Environments
MAAMAW '99 Proceedings of the 9th European Workshop on Modelling Autonomous Agents in a Multi-Agent World: MultiAgent System Engineering
Adaptive Tutoring Processes and Mental Plans
ITS '02 Proceedings of the 6th International Conference on Intelligent Tutoring Systems
Towards a Distributed, Environment-Centered Agent Framework
ATAL '99 6th International Workshop on Intelligent Agents VI, Agent Theories, Architectures, and Languages (ATAL),
Towards a Real-Time Agent Architecture - A Whitepaper
WORDS '99 Proceedings of the Fifth International Workshop on Object-Oriented Real-Time Dependable Systems
A Real-Time Multi-Agent System Architecture for E-Commerce Applications
ISADS '01 Proceedings of the Fifth International Symposium on Autonomous Decentralized Systems
Retrieval and Reasoning in Distributed Case Bases
Retrieval and Reasoning in Distributed Case Bases
FSfRT: Forecasting System for Red Tides
Applied Intelligence
Characterisation of a Novel Indexing Technique for Case-Based Reasoning
Artificial Intelligence Review
A Real-Time Negotiation Model and A Multi-Agent Sensor Network Implementation
Autonomous Agents and Multi-Agent Systems
Hybrid multi-agent architecture as a real-time problem-solving model
Expert Systems with Applications: An International Journal
Developing real-time multi-agent systems
Integrated Computer-Aided Engineering
Argumentation in artificial intelligence
Artificial Intelligence
Learning and joint deliberation through argumentation in multiagent systems
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
An execution time planner for the ARTIS agent architecture
Engineering Applications of Artificial Intelligence
Multi-domain case-based module for customer support
Expert Systems with Applications: An International Journal
CBR and Argument Schemes for Collaborative Decision Making
Proceedings of the 2006 conference on Computational Models of Argument: Proceedings of COMMA 2006
A CBR System for Autonomous Robot Navigation
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Reflective negotiating agents for real-time multisensor target tracking
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Applying case-based reasoning for product configuration in mass customization environments
Expert Systems with Applications: An International Journal
SMART: support management automated reasoning technology for compaq customer service
IAAI'92 Proceedings of the fourth conference on Innovative applications of artificial intelligence
Guardian: A prototype intelligent agent for intensive-care monitoring
Artificial Intelligence in Medicine
Expert Systems with Applications: An International Journal
Hi-index | 12.05 |
Nowadays, MAS paradigm tries to move Computation to a new level of abstraction: Computation as interaction, where large complex systems are seen in terms of the services they offer, and consequently in terms of the entities or agents providing or consuming services. However, MAS technology is found to be lacking in some critical environments as real-time environments. An interaction-based vision of a real-time system involves the purchase of a responsibility by any entity or agent for the accomplishment of a required service under possibly hard or soft temporal conditions. This vision notably increases the complexity of these kinds of systems. The main problem in the architecture development of agents in real-time environments is with the deliberation process where it is difficult to integrate complex bounded deliberative processes for decision-making in a simple and efficient way. According to this, this work presents a temporal-bounded deliberative case-based behaviour as an anytime solution. More specifically, the work proposes a new temporal-bounded CBR algorithm which facilitates deliberative processes for agents in real-time environments, which need both real-time and deliberative capabilities. The paper presents too an application example for the automated management simulation of internal and external mail in a department plant. This example has allowed to evaluate the proposal investigating the performance of the system and the temporal-bounded deliberative case-based behaviour.