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MSS
2010
IEEE
103views Hardware» more  MSS 2010»
13 years 10 months ago
Sustainability and discounted utilitarianism in models of economic growth
Discounted utilitarianism treats generations unequally and leads to seemingly unappealing consequences in some models of economic growth. Instead, this paper presents and applies ...
Geir B. Asheim, Tapan Mitra
ML
2002
ACM
168views Machine Learning» more  ML 2002»
13 years 11 months ago
On Average Versus Discounted Reward Temporal-Difference Learning
We provide an analytical comparison between discounted and average reward temporal-difference (TD) learning with linearly parameterized approximations. We first consider the asympt...
John N. Tsitsiklis, Benjamin Van Roy
CIE
2008
Springer
14 years 1 months ago
A Simple P-Matrix Linear Complementarity Problem for Discounted Games
The values of a two-player zero-sum binary discounted game are characterized by a P-matrix linear complementarity problem (LCP). Simple formulas are given to describe the data of t...
Marcin Jurdzinski, Rahul Savani