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A Meta-Reasoning Model for Hard Real-Time Agents

2006
This paper defines a meta-reasoning model for real-time agents. The purpose of this model is to increase the adaptability in this kind of agents. This model allows to adapt the agent's behavior as well as the agent's own reasoning process. The application of this model to an specific real-time agent architecture is also presented.
Carlos Carrascosa   +4 more
openaire   +2 more sources

Transferable strategic meta-reasoning models

2013
How do strategic agents make decisions? For the first time, a confluence of advances in agent design, formation of massive online data sets of social behavior, and computational techniques have allowed for researchers to construct and learn much richer models than before.
openaire   +1 more source

Visualization of Meta-Reasoning in Multi-Agent Systems

2005
This paper describes the advances of our research on visualization of multi-agent systems (MAS) for purposes of analysis, monitoring and debugging. MAS are getting more complex and widely used, such analysis tools are highly beneficial in order to achieve better understanding of agents’ behaviour.
D. Řehoř, J. Tožička, P. Slavík
openaire   +1 more source

Machine Learning, Meta-Reasoning and Logics

1990
I. Meta-Reasoning and Machine Learning.- A Metalevel Manifesto.- A Sketch of Autonomous Learning using Declarative Bias.- Shift of Bias as Non-Monotonic Reasoning.- Mutual Constraints on Representation and Inference.- Meta-Reasoning: Transcription of Invited Lecture by Luigia Aiello.- Discussion.- II.
openaire   +1 more source

Deductive Generalization and Meta-Reasoning or How to Formalize Genesis

1991
When using resolution for showing the unsatisfiability of logic formulas one often encounters infinite sequences of structurally similar clauses. We suggest to use deductive generalization to derive a small number of meta-clauses subsuming these infinite sequences.
openaire   +2 more sources

The role of conflict detection in meta-reasoning

2017
Recent research in the field of reasoning has been conducted in conjunction with the meta-reasoning framework which has been in development for the past decade. The study of how metacognitive judgments are generated and what are the determinants of those judgments has become the focus of many researchers.
Dujmović, Marin, Valerjev, Pavle
openaire   +2 more sources

Meta-path reasoning of knowledge graph for commonsense question answering

Frontiers of Computer Science, 2023
Tingting He
exaly  

A Cortical Surface-Based Meta-Analysis of Human Reasoning.

Cerebral Cortex, 2021
Hyeon-Ae Jeon, Minho Shin
exaly  

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