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"What if?" Dealing with uncertainity in Repage?s mental landscape
2005 IEEE/WIC/ACM International Confe ...
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Mario Paolucci, ISTC-CNR, Via San Martino della Battaglia 44, 00185 Roma, Italy
Jordi Sabater, ISTC-CNR, Via San Martino della Battaglia 44, 00185 Roma, Italy
Rosaria Conte, ISTC-CNR, Via San Martino della Battaglia 44, 00185 Roma, Italy

This paper is focused on cognitive decision-making about how to solve inconsistencies and incompleteness in social evaluations (e.g. about potential partners in exchange). We propose a development of Repage, a computational system presented in [11] for forming and updating social evaluations. The system draws upon a fundamental difference between REPutation and imAGE [3] as a way out from the the trade-off between agents? autonomy and their need to adapt to social environment. A full exploitation of its potentialities includes the activation of a special module, the Analyzer, aimed at solving possible inconsistencies, uncertainties and incompleteness in the output of lower level modules by means of inner simulation. In this work, Repage?s Analyzer architecture will be described; some representative examples of problems posed by the Planner to the Analyzer will be discussed and hypotethical simulations will be run within this module to find a solution to uncertainity, avoiding at the same time the exceeding complexities of rule-based reasoning and the costs of reinforcement learning.

Citation:
Mario Paolucci, Jordi Sabater, Rosaria Conte, ""What if?" Dealing with uncertainity in Repage?s mental landscape," iat,pp.372-378, 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'05), 2005
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