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ESWA
2006
99views more  ESWA 2006»
15 years 3 months ago
Assessing a knowledge-based approach to commercial loan underwriting
We discuss the challenges in developing decision support tools for commercial underwriting and describe how several different approaches to the underwriting problem have been addr...
Roger Kumra, Roger M. Stein, Ian Assersohn
ML
2008
ACM
152views Machine Learning» more  ML 2008»
15 years 3 months ago
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path
Abstract. We consider batch reinforcement learning problems in continuous space, expected total discounted-reward Markovian Decision Problems. As opposed to previous theoretical wo...
András Antos, Csaba Szepesvári, R&ea...
JIIS
2000
75views more  JIIS 2000»
15 years 3 months ago
A Value-Driven System for Autonomous Information Gathering
This paper presents a system for autonomous information gathering in an information rich domain under time and monetary resource restrictions. The system gathers information using ...
Joshua Grass, Shlomo Zilberstein
JASSS
1998
82views more  JASSS 1998»
15 years 3 months ago
Qualitative modeling and simulation of socio-economic phenomena
This paper describes an application of recently developed qualitative reasoning techniques to complex, socio{economic allocation problems. We explain why we believe traditional op...
Giorgio Brajnik, Marji Lines
DCC
2011
IEEE
14 years 10 months ago
Collaboration in Distributed Hypothesis Testing with Quantized Prior Probabilities
The effect of quantization of prior probabilities in a collection of distributed Bayesian binary hypothesis testing problems over which the priors themselves vary is studied. In ...
Joong Bum Rhim, Lav R. Varshney, Vivek K. Goyal