General time consistent discounting

Tor Lattimore, Marcus Hutter

    Research output: Contribution to journalArticlepeer-review

    24 Citations (Scopus)

    Abstract

    Modeling 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.

    Original languageEnglish
    Pages (from-to)140-154
    Number of pages15
    JournalTheoretical Computer Science
    Volume519
    DOIs
    Publication statusPublished - 30 Jan 2014

    Fingerprint

    Dive into the research topics of 'General time consistent discounting'. Together they form a unique fingerprint.

    Cite this