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AAAI
1994
13 years 11 months ago
Inductive Learning For Abductive Diagnosis
A new inductive learning system, Lab Learning for ABduction, is presented which acquires abductive rules from a set of training examples. The goal is to nd a small knowledge base ...
Cynthia A. Thompson, Raymond J. Mooney
AAAI
1994
13 years 11 months ago
Control Strategies for a Stochastic Planner
We present new algorithms for local planning over Markov decision processes. The base-level algorithm possesses several interesting features for control of computation, based on s...
Jonathan Tash, Stuart J. Russell
AAAI
1996
13 years 11 months ago
Generalizing Indexical-Functional Reference
The goals of situated agents generally do not specify particular objects: they require only that some suitable object should be chosen and manipulated (e.g. any red block). Situat...
Marcel Schoppers, Richard Shu
AAAI
1994
13 years 11 months ago
Case-Based Acquisition of User Preferences for Solution Improvement in Ill-Structured Domains
1 We have developed an approach to acquire complicated user optimization criteria and use them to guide iterative solution improvement. The eectiveness of the approach was tested ...
Katia P. Sycara, Kazuo Miyashita
AAAI
1996
13 years 11 months ago
YODA: The Young Observant Discovery Agent
Wei-Min Shen, Jafar Adibi, Bonghan Cho, Gal A. Kam...
AAAI
1994
13 years 11 months ago
The Relationship between Architectures and Example-Retrieval Times
This paper proposes a method to find the most suitable architecture for a given response time requirement for Example-Retrieval (ER), which searches for the best match from a bulk...
Eiichiro Sumita, Naoya Nisiyama, Hitoshi Iida
AAAI
1996
13 years 11 months ago
A Kernel-Oriented Model for Coalition-Formation in General Environments: Implementation and Results
In this paper we present a model for coalition formation and payo distribution in general environments. We focus on a reduced complexity kernel-oriented coalition formation model,...
Onn Shehory, Sarit Kraus
AAAI
1996
13 years 11 months ago
Lazy Arc Consistency
Arc consistency filtering is widely used in the framework of binary constraint satisfaction problems: with a low complexity, inconsistency may be detected,and domains are filtered...
Thomas Schiex, Jean-Charles Régin, Christin...
AAAI
1994
13 years 11 months ago
Testing Physical Systems
We present a formal theory of model-based testing, an algorithm for test generation based on it, and outline how testing is implemented by a diagnostic engine. The key to making t...
Peter Struss
AAAI
1996
13 years 11 months ago
Effects of Local Information on Group Behavior
Theperformanceof individual agents in a group dependscritically on the quality of information available to it about local and global goals and resources. In general it is assumed ...
Shounak Roychowdhury, Neeraj Arora, Sandip Sen