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Projects / Programmes
Reflection in machine learning
Research activity
| Code | Science | Field | Subfield |
|---|---|---|---|
| 2.07.07 | Engineering sciences and technologies | Computer science and informatics | Intelligent systems - software |
| Code | Science | Field |
|---|---|---|
| P176 | Natural sciences and mathematics | Artificial intelligence |
Keywords
reflection, machine learning, artificial intelligence, formal systems, recursion
Evaluation
(metodology)
Citations
Citations for bibliographic records in COBIB.SI that are linked to records in citation databases
Organisations (1) , Researchers (7)
0106 Jožef Stefan Institute
| no. | Code | Name and surname | Research area | Role | Period | No. of publicationsNo. of publications |
|---|---|---|---|---|---|---|
| 1. | 08952 | Computer science and informatics | Head | 1999 - 2001 | 79 | |
| 2. | 05806 | Computer science and informatics | Researcher | 1999 - 2001 | 207 | |
| 3. | 11973 | Computer science and informatics | Researcher | 1999 - 2001 | 68 | |
| 4. | 08501 | Computer science and informatics | Researcher | 1999 - 2001 | 1,763 | |
| 5. | 17137 | Computer science and informatics | Researcher | 1999 - 2001 | 479 | |
| 6. | 11562 | Computer science and informatics | Researcher | 1999 - 2001 | 37 | |
| 7. | 12570 | Computer science and informatics | Researcher | 1999 - 2001 | 698 |
Abstract
The project will formally define useful kinds of computational reflection (using a model of a program within the program itself) by analyzing the capabilities of existing systems and comparing them with properties of reflective formal systems, given by classical recursion theorems and later generalizations. Effects of introducing reflection into systems for machine learning will be analyzed and an optimal kind of reflection will be experimentally built into a chosen system for machine learning, developed within the research unit.