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FLAIRS
2007
13 years 10 months ago
Artificial Intelligence for Adaptive Computer Games
Ashwin Ram, Santiago Ontañón, Manish...
FLAIRS
2007
13 years 10 months ago
Investigating the Effectiveness of Applying Case-Based Reasoning to the Game of Texas Hold'em
This paper investigates the use of the case-based reasoning methodology applied to the game of Texas hold’em. The development of a CASe-based Poker playER (CASPER) is discussed....
Jonathan Rubin, Ian Watson
FLAIRS
2007
13 years 10 months ago
Generating Reports from Case-Based Knowledge Artifacts
Knowledge artifacts are units retained in repository-based knowledge management systems (KMS). When adopting cases as the representation for knowledge artifacts in KMS, one of the...
Rosina Weber, Sidath Gunawardena, Jason M. Proctor
FLAIRS
2007
13 years 10 months ago
Dynamic DDN Construction for Lightweight Planning Architectures
POMDPs are a popular framework for representing decision making problems that contain uncertainty. The high computational complexity of finding exact solutions to POMDPs has spaw...
William H. Turkett
FLAIRS
2007
13 years 10 months ago
Managing Dynamic Contexts Using Failure-Driven Stochastic Models
We describe an architecture for representing and managing context shifts that supports dynamic data interpretation. This architecture utilizes two layers of learning and three lay...
Nikita A. Sakhanenko, George F. Luger, Carl R. Ste...
FLAIRS
2007
13 years 10 months ago
Explaining Task Processing in Cognitive Assistants that Learn
As personal assistant software matures and assumes more autonomous control of its users’ activities, it becomes more critical that this software can explain its task processing....
Deborah L. McGuinness, Alyssa Glass, Michael Wolve...
FLAIRS
2007
13 years 10 months ago
A Morphological Neural Network Approach to Information Retrieval
We investigate the use of a morphological neural network to improve the performance of information retrieval systems. A morphological neural network is a neural network based on l...
Christian Roberson, Douglas D. Dankel II
FLAIRS
2007
13 years 10 months ago
A Generic Memory Module for Events
Intelligent systems need to store their experience so that it can be reused. A memory for such systems needs to efficiently organize and search previous experience and to retriev...
Dan Tecuci, Bruce W. Porter
FLAIRS
2007
13 years 10 months ago
Autonomous Classification of Knowledge into an Ontology
Ontologies are an increasingly important tool in knowledge representation, as they allow large amounts of data to be related in a logical fashion. Current research is concentrated...
Matthew E. Taylor, Cynthia Matuszek, Bryan Klimt, ...
FLAIRS
2007
13 years 10 months ago
Foundations of Similarity and Utility
In this paper we discuss a rigorous foundation of similarity reasoning based on the concept of utility. If utility is formulated in mathematical terms it can serve as a formal spe...
Michael M. Richter