Cultural advice

The Australian National University acknowledges, celebrates and pays our respects to the Ngunnawal and Ngambri people of the Canberra region and to all First Nations Australians on whose traditional lands we meet and work, and whose cultures are among the oldest continuing cultures in human history.

Aboriginal and Torres Strait Islander peoples are advised that ANU Library collections may include images, names, voices, and other representations of deceased persons.

Material in the collection may contain terms, language or views that reflect the period in which the item was created and may be considered inappropriate today.

General time consistent discounting

dc.contributor.authorLattimore, Tor
dc.contributor.authorHutter, Marcus
dc.date.accessioned2015-08-13T02:52:02Z
dc.date.available2015-08-13T02:52:02Z
dc.date.issued2014-01-30
dc.description.abstractModeling inter-temporal choice is a key problem in both computer science and economic theory. The discounted utility model of Samuelson is currently the most popular model for measuring the global utility of a time-series of local utilities. The model is limited by not allowing the discount function to change with the age of the agent. This is despite the fact that many agents, in particular humans, are best modelled with age-dependent discount functions. It is well known that discounting can lead to time-inconsistent behaviour where agents change their preferences over time. In this paper we generalise the discounted utility model to allow age-dependent discount functions. We then extend previous work in time-inconsistency to our new setting, including a complete characterisation of time-(in)consistent discount functions, the existence of sub-game perfect equilibrium policies where the discount function is time-inconsistent and a continuity result showing that “nearly” time-consistent discount rates lead to “nearly” time-consistent behaviour.en_AU
dc.identifier.issn0304-3975en_AU
dc.identifier.urihttp://hdl.handle.net/1885/14706
dc.publisherElsevieren_AU
dc.rights© 2013 Published by Elsevier B.V. http://www.sherpa.ac.uk/romeo/issn/0304-3975/..."Author's post-print on open access repository after an embargo period of between 12 months and 48 months" from SHERPA/RoMEO site (as at 13/08/15)en_AU
dc.sourceTheoretical Computer Scienceen_AU
dc.subjectRational agentsen_AU
dc.subjectSequential decision theoryen_AU
dc.subjectGeneral discountingen_AU
dc.subjectTime-consistencyen_AU
dc.subjectGame theoryen_AU
dc.titleGeneral time consistent discountingen_AU
dc.typeJournal articleen_AU
dcterms.accessRightsOpen Access
local.bibliographicCitation.lastpage154en_AU
local.bibliographicCitation.startpage140en_AU
local.contributor.affiliationLattimore, T., Research School of Computer Science, The Australian National Universityen_AU
local.contributor.affiliationHutter, M., Research School of Computer Science, The Australian National Universityen_AU
local.contributor.authoruidu4350841en_AU
local.identifier.citationvolume519en_AU
local.identifier.doi10.1016/j.tcs.2013.09.022en_AU
local.publisher.urlhttp://www.elsevier.com/en_AU
local.type.statusSubmitted Versionen_AU

Downloads

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
Lattimore and Hutter General Time Consistent Discounting 2014.pdf
Size:
369.42 KB
Format:
Adobe Portable Document Format
Description:

License bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
license.txt
Size:
884 B
Format:
Item-specific license agreed upon to submission
Description:
abcd