An Algorithm for Bootstrapping Communications
I present an algorithm which allows two agents to generate a simple language based only on observations of a shared environment. Vocabulary and roles for the language are learned in linear time. Communication is robust and degrades gradually as complexity increases. Dissimilar modes of experience wi...
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| Language: | en_US |
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2004
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| Online Access: | http://hdl.handle.net/1721.1/6082 |
| _version_ | 1826198669610713088 |
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| author | Beal, Jacob |
| author_facet | Beal, Jacob |
| author_sort | Beal, Jacob |
| collection | MIT |
| description | I present an algorithm which allows two agents to generate a simple language based only on observations of a shared environment. Vocabulary and roles for the language are learned in linear time. Communication is robust and degrades gradually as complexity increases. Dissimilar modes of experience will lead to a shared kernel vocabulary. |
| first_indexed | 2024-09-23T11:08:17Z |
| id | mit-1721.1/6082 |
| institution | Massachusetts Institute of Technology |
| language | en_US |
| last_indexed | 2024-09-23T11:08:17Z |
| publishDate | 2004 |
| record_format | dspace |
| spelling | mit-1721.1/60822019-04-10T16:28:17Z An Algorithm for Bootstrapping Communications Beal, Jacob AI Adaptive Learning Hash-coding communication architecture algorithm I present an algorithm which allows two agents to generate a simple language based only on observations of a shared environment. Vocabulary and roles for the language are learned in linear time. Communication is robust and degrades gradually as complexity increases. Dissimilar modes of experience will lead to a shared kernel vocabulary. 2004-10-04T14:37:46Z 2004-10-04T14:37:46Z 2001-08-13 AIM-2001-016 http://hdl.handle.net/1721.1/6082 en_US AIM-2001-016 35 p. 6622296 bytes 264031 bytes application/postscript application/pdf application/postscript application/pdf |
| spellingShingle | AI Adaptive Learning Hash-coding communication architecture algorithm Beal, Jacob An Algorithm for Bootstrapping Communications |
| title | An Algorithm for Bootstrapping Communications |
| title_full | An Algorithm for Bootstrapping Communications |
| title_fullStr | An Algorithm for Bootstrapping Communications |
| title_full_unstemmed | An Algorithm for Bootstrapping Communications |
| title_short | An Algorithm for Bootstrapping Communications |
| title_sort | algorithm for bootstrapping communications |
| topic | AI Adaptive Learning Hash-coding communication architecture algorithm |
| url | http://hdl.handle.net/1721.1/6082 |
| work_keys_str_mv | AT bealjacob analgorithmforbootstrappingcommunications AT bealjacob algorithmforbootstrappingcommunications |