| Presentation | 1994/3/4 Experience-Based Reasoning and Learning Shigenobu Kobayashi, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the AI world,for 20 years,rule-based reasoning and knowledge acquisition and refinement by machine learning have been the dominant paradigms.On the other hand,the difficulty of extracting generalized rules and the brittleness of rule-based reasoning have been often pointed out. In the last five years,memory-based reasoning,case-based reasoning and reinforcement learning have become the object of attention as experience-based reasoning and learning technology. The purpose of this article is to describe the background of paradigms shift in reasoning and learning,to discuss features of new technology and to consider the future development. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Experience-Based Reasoning / Experience-Based Learning / Memory- Based Reasoning / Case-Based Reasoning / Analogical Reasoning / Reinforcement Learning |
| Paper # | AI93-83,KBSE93-50 |
| Date of Issue |
| Conference Information | |
| Committee | AI |
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| Conference Date | 1994/3/4(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Experience-Based Reasoning and Learning |
| Sub Title (in English) | |
| Keyword(1) | Experience-Based Reasoning |
| Keyword(2) | Experience-Based Learning |
| Keyword(3) | Memory- Based Reasoning |
| Keyword(4) | Case-Based Reasoning |
| Keyword(5) | Analogical Reasoning |
| Keyword(6) | Reinforcement Learning |
| 1st Author's Name | Shigenobu Kobayashi |
| 1st Author's Affiliation | Department of Intelligence Science Interdisciplinary,Graduate School of Science and Engineering,Tokyo Institute of Technology() |
| Date | 1994/3/4 |
| Paper # | AI93-83,KBSE93-50 |
| Volume (vol) | vol.93 |
| Number (no) | 493 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |