| Both sides previous revisionPrevious revisionNext revision | Previous revision |
| public:t-720-atai:atai-19:lecture_notes_w2-2 [2020/03/13 18:41] – [Predictive Agent Architecture] thorisson | public:t-720-atai:atai-19:lecture_notes_w2-2 [2024/04/29 13:33] (current) – external edit 127.0.0.1 |
|---|
| \\ | \\ |
| ====Reflective Agent Architecture==== | ====Reflective Agent Architecture==== |
| | Architecture | Architecture changes over the history of the agent. \\ Subsumes features of reactive and predictive architectures, adding introspection (reflection) and some form of (meta-)reasoning (as necessary for managing the introspection). | | | Architecture | Architecture changes over the history of the agent. Can demonstrate cognitive growth (cognitive developmental stages). \\ Subsume features of reactive and predictive architectures, adding introspection (reflection) and some form of (meta-)reasoning (as necessary for managing the introspection). | |
| | Super-simple | . | | | Super-simple | These are above the complexity of super-simple architectures. | |
| | Simple | These are above the complexity of simple architectures. | | | Simple | These are above the complexity of simple architectures. | |
| | Complex | Complexity stems from interaction among parts, many of which are generated by the system at runtime and whose complexity may mirror some parts of the task-environment (if task-environment is complex, and lifetime is long, the resulting control structures are likely to be complex as well). \\ Examples: NARS, AERA. | | | Complex | Complexity stems from interaction among parts, many of which are generated by the system at runtime and whose complexity may mirror some parts of the task-environment (if task-environment is complex, and lifetime is long, the resulting control structures are likely to be complex as well). \\ Examples: NARS, AERA. | |
| | | Transversal Integration | A general-purpose system must tightly and finely coordinate a host of skills, including their acquisition, transitions between skills at runtime, how to combine two or more skills, and transfer of learning between them over time at many levels of temporal and topical detail. | | | | Transversal Integration | A general-purpose system must tightly and finely coordinate a host of skills, including their acquisition, transitions between skills at runtime, how to combine two or more skills, and transfer of learning between them over time at many levels of temporal and topical detail. | |
| |
| | \\ |
| | \\ |
| | \\ |
| | \\ |
| |
| 2019(c)K. R. Thórisson | 2019(c)K. R. Thórisson |
