153
Voted
ALDT
2015
Springer
9 years 11 months ago
2015
Springer
To tackle the potentially hard task of defining the reward function in a Markov Decision Process (MDPs), a new approach, called Interactive Value Iteration (IVI) has recently been...
112
Voted
ALDT
2015
Springer
9 years 11 months ago
2015
Springer
Abstract. We propose a framework for automated multi-attribute decision making, employing the probabilistic non-monotonic description logics proposed by Lukasiewicz in 2008. Using ...
136
Voted
ALDT
2015
Springer
9 years 11 months ago
2015
Springer
Many mathematical frameworks aim at modeling human preferences, employing a number of methods including utility functions, qualitative preference statements, constraint optimizatio...
130
Voted
ALDT
2015
Springer
9 years 11 months ago
2015
Springer
In this paper, we address the problem of comparing the performances of two popular aggregation operators, the weighted sum and the Choquet integral, for selecting the best alternat...
131
Voted
ALDT
2015
Springer
9 years 11 months ago
2015
Springer
Moving beyond the dualistic view in AI where agent and environment are separated incurs new challenges for decision making, as calculation of expected utility is no longer straigh...