Self-Segmentation of Sequences
| Abstract | Although hierarchical approaches are evidently important to reinforcement learning, most existing hierarchical RL models either do not involve automatically developing hierarchies (i.e., using pre-determined hierarchies; e.g., Dayan and Hinton 1993, Sutton 1995, Pre-cup et al 1998, Parr and Russell 1997, Dietterich 1997), or involve only domain-speci c processes. Models in the latter category rely on domain-speci c knowledge or procedures and are thus not generic or autonomous; for example, Lin (1993), Moore and Atkeson (1994), and Singh (1994). The problems of such hierarchies include in exibility (because the characteristics of the domain can change over time) and lack of generality (because domain-speci c hierarchies most likely vary from domain to domain). This is true even when limited learning is used to ne tune mostly pre-determined hierarchies (e.g., Parr and Russell 1997, Dietterich 1997) | |||||||||
| Keywords | No keywords specified (fix it) | |||||||||
| Categories | No categories specified (fix it) | |||||||||
| Options |
|
|||||||||
Download options| PhilPapers Archive |
Upload a copy of this paper Check publisher's policy on self-archival Papers currently archived: 5,653 |
| External links |
  Try with proxy. |
| Through your library | Only published papers are available at libraries |
Similar books and articlesRobert W. Korn (1994). Hierarchical Ordering in Plant Morphology. Acta Biotheoretica 42 (4).
Kenneth R. Livingston (1998). The Case for General Mechanisms in Concept Formation. Behavioral and Brain Sciences 21 (4):581-582.
Philip Hugly & Charles Sayward (1987). Domains of Discourse. Logique Et Analyse 117:173-176.
V. L. Selivanov (1995). Fine Hierarchies and Boolean Terms. Journal of Symbolic Logic 60 (1):289-317.
Denise Dellarosa Cummins (2000). How the Social Environment Shaped the Evolution of Mind. Synthese 122 (1-2):3 - 28.
Giacomo Bonanno (1999). How to Make Sense of the Com M on P Ri or Assumption Under Incomplete Information. International Journal of Game Theory 28 (3):409-434.
Iddo Landau (2012). Should Marital Relations Be Non-Hierarchical? Ratio 25 (1):51-67.
Bipin Indurkhya (1986). Constrained Semantic Transference: A Formal Theory of Metaphors. Synthese 68 (3):515 - 551.
Thomas T. Hills (2011). The Evolutionary Origins of Cognitive Control. Topics in Cognitive Science 3 (2):231-237.
Robert Daland & Janet B. Pierrehumbert (2011). Learning Diphone-Based Segmentation. Cognitive Science 35 (1):119-155.
Analytics
Monthly downloads
Sorry, there are not enough data points to plot this chart.
|
Added to index2012-09-05Total downloads0Recent downloads (6 months)0How can I increase my downloads? |
My notes
Discussion
