Dataset Open Access
20200623-DOLA
Yasser Bourahla; Jérôme Euzenat; Manuel Atencia
Experiment design
Agent adapt ontologies to agree on decision taking.
Hypothesis: ['Success rate converges to 1', ' Improve the average accuracy at the end of the experiment', ' Agents do not necessarily converge to the same ontology']
Experimental setting: Agents learn decision trees (transformed into ontologies); get income from environment; adapt by splitting their leaf nodes.
Variables
independent variables: ['numberOfAgents', 'numberOfFeatures', 'numberOfClasses', 'ratio', 'sampleRatio']
dependent variables: ['ssrate', 'accuracy', 'distance']
link: http://sake.re/20200623-DOLA
Agent adapt ontologies to agree on decision taking.
Hypothesis: ['Success rate converges to 1', ' Improve the average accuracy at the end of the experiment', ' Agents do not necessarily converge to the same ontology']
Experimental setting: Agents learn decision trees (transformed into ontologies); get income from environment; adapt by splitting their leaf nodes.
Variables
independent variables: ['numberOfAgents', 'numberOfFeatures', 'numberOfClasses', 'ratio', 'sampleRatio']
dependent variables: ['ssrate', 'accuracy', 'distance']
link: http://sake.re/20200623-DOLA
Files
(8.3 GB)
| Name | Size | |
|---|---|---|
|
20200623-DOLA.zip
md5:b1df1213c13d98f3f3f478e0ad7b68ef |
8.3 GB | Download |
45
4
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 45 | 45 |
| Downloads | 4 | 4 |
| Data volume | 33.3 GB | 33.3 GB |
| Unique views | 37 | 37 |
| Unique downloads | 4 | 4 |
Indexed in
- Publication date:
- February 5, 2021
- DOI:
-
- Keyword(s):
- Multi-agent Simulation Cultural Evolution
- License (for files):
- Creative Commons Zero v1.0 Universal