On Heuristic Reasoning, Reactivity, and Search
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence. Cognitive Modelling. Pages 454-462.
Abstract
This paper explores the relationships among reactivity, heuristic reasoning, and search. It describes a hybrid, hierarchical reasoner that first has the opportunity to react correctly. If no ready reaction is computed, the reasoner activates a set of reactive triggers for time-limited search procedures. If they too fail to produce a response, the reasoner resorts to collaboration among a set of heuristic rationales. In a series of experiments, this hybrid reasoner is shown to be effective and efficient. The data also show how each of the three processes (correct reactions, time-limited search with reactive trigger, and heuristic rationales) plays an important role in problem solving. Reactivity is demonstrably enhanced by brief, knowledge-based, intelligent searches to generate solution fragments .
@inproceedings{ijcai1995p60,
title = {On Heuristic Reasoning, Reactivity, and Search},
author = {Epstein, Susan L.},
booktitle = {Proceedings of the Fourteenth International Joint Conference on
Artificial Intelligence, {IJCAI-95}},
publisher = {International Joint Conferences on Artificial Intelligence},
editor = {Chris S. Mellish},
pages = {454--462},
year = {1995},
note = {Cognitive Modelling},
url = {https://ijcai.org/proceedings/1995/60},
}
TY - CPAPER TI - On Heuristic Reasoning, Reactivity, and Search AU - Epstein, Susan L. T2 - Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI-95 PB - International Joint Conferences on Artificial Intelligence PY - 1995 SP - 454 EP - 462 UR - https://ijcai.org/proceedings/1995/60 ER -Copied
Machine-readable versions of this paper, for tools and AI agents:
