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Meta-reasoning for a distributed agent architecture
Proceedings of the 33rd Southeastern Symposium on System Theory (Cat. No.01EX460), 2002Agent based computing offers the ability to decentralize computing solutions by incorporating autonomy and intelligence into cooperating, distributed applications. It provides an effective medium for expressing solutions to problems that involve interaction with real-world environments and allows modelling of the world state and its dynamics.
D. Chelberg +4 more
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Meta‐Reasoning and Practical Deliberation
Philosophy and Phenomenological Research, 2009Fallibilism about our practical judgments is uncontroversial: we are frequently wrong when we make decisions about what to do often badly wrong and everyone knows it. But efforts to characterize and respond to our lamentably imperfect decision-making have lagged. There has been some work in related fields.
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A Decision Theoretic Meta-reasoner for Constraint Optimization
2005Solving constraint optimization problems is hard because it is not enough to find the best solution; an algorithm does not know a candidate is the best solution until it has proven that there are no better solutions The proof can be long, compared to the time spent to find a good solution In the cases where there are resource bounds, the proof of ...
Jingfang Zheng, Michael C. Horsch
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Meta-reasoning Methods for Agent’s Intention Modelling
2005Intention modelling in self-interested and adversarial communities of agents is a challenging issue. This contribution discusses the role of modelling and meta-reasoning in intention modelling. The formal model of deductive and inductive meta-reasoning is presented and supported by experimental implementations.
Michal Pechoucek +2 more
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Terminological meta-reasoning by reification and multiple contexts
1995We introduce a model and a system architecture for second-order reasoning about statements expressed in a (first-order) terminological representation language. This meta-reasoning approach is based on the reification of first-order propositions and the mediation between second- and first-order expressions via translation rules operating on multiple ...
Klemens Schnattinger +2 more
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Meta-Reasoning for Data Analysis Tool Allocation
1997It is desirable that data analysis tools become more autonomous in managing their computational resources, minimizing risk and cost, assessing their errors, developing new representations, and integrating with other data analysis tools. To aid in this development we introduce a design for using Meta-Reasoning in a Data Analysis Tool Allocation system ...
Robert Levinson, Jeff Wilkinson
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Meta-reasoning for Agents’ Private Knowledge Detection
2003Agent’s meta-reasoning is a computational process that implements agent’s capability to reason on a higher level about another agent or a community of agents. There is a potential for meta-reasoning in multi-agent systems. Meta-reasoning can be used for reconstructing agents’ private knowledge, their mental states and for prediction of their future ...
Jan Tozicka +2 more
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Alma/Carne: implementation of a time-situated meta-reasoner
Proceedings 13th IEEE International Conference on Tools with Artificial Intelligence. ICTAI 2001, 2002Agents need to operate in dynamic situations where the information they have about the world is incomplete, uncertain and quite possibly false. Active logic has been designed with capabilities that enable these aspects of the world to be taken into account, notably time-situatedness, contradiction tolerance and meta-reasoning.
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Abstract Architecture for Meta-reasoning in Multi-agent Systems
2007Agent's meta-reasoning is a computational process that implements agent's capability to reason on a higher level about another agents or a community ofagen ts. There is a potential for meta-reasoning in multi-agent systems. Meta-reasoning can be used for reconstructing agents' private knowledge, their mental states and for prediction of their future ...
Michal Pechoucek +3 more
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Meta-Reasoning: Transcription of an Invited Lecture by
1990This text is an edited version of the lecture on Meta-Reasoning, presented by Luigia Aiello at the Workshop in Sesimbra, Portugal. The lecture was recorded and the transcript was edited afterwards.
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