pointwise explanation
Reasoning about unpredicted change and explicit time
de Saint-Cyr, Florence Dupin, Lang, Jérôme
Reasoning about unpredicted change consists in explaining observations by events; we propose here an approach for explaining time-stamped observations by surprises, which are simple events consisting in the change of the truth value of a fluent. A framework for dealing with surprises is defined. Minimal sets of surprises are provided together with time intervals where each surprise has occurred, and they are characterized from a model-based diagnosis point of view. Then, a probabilistic approach of surprise minimisation is proposed.
doi: 10.1007/BFb0035625
2407.06622
Country:
- Asia > Japan > Honshū > Chūbu > Ishikawa Prefecture > Kanazawa (0.04)
- North America > United States > Michigan > Wayne County > Detroit (0.04)
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.04)
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Technology: Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty (0.95)