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128
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AGI
2008
15 years 2 months ago
Transfer Learning and Intelligence: an Argument and Approach
In order to claim fully general intelligence in an autonomous agent, the ability to learn is one of the most central capabilities. Classical machine learning techniques have had ma...
Matthew E. Taylor, Gregory Kuhlmann, Peter Stone
108
Voted
JVM
2004
103views Education» more  JVM 2004»
15 years 2 months ago
The Virtual Processor: Fast, Architecture-Neutral Dynamic Code Generation
Tools supporting dynamic code generation tend too be low-level (leaving much work to the client application) or too intimately related with the language/system in which they are u...
Ian Piumarta
98
Voted
IJCAI
2003
15 years 2 months ago
Trainability: Developing a responsive learning system
In this paper, we describe the lessons we learned in developing AgentBuilder, a commercial system for rapidly creating agents that extract information from web sites. AgentBuilder...
Steven Minton, Sorinel I. Ticrea, Jennifer Beach
99
Voted
COOTS
1998
15 years 2 months ago
Mobile Objects and Agents (MOA)
This paper describes the design and implementation of the Mobile Objects and Agents (MOA) project at the Open Group Research Institute. MOA was designed to support migration, comm...
Dejan S. Milojicic, William LaForge, Deepika Chauh...
107
Voted
ICML
2010
IEEE
15 years 2 months ago
Local Minima Embedding
Dimensionality reduction is a commonly used step in many algorithms for visualization, classification, clustering and modeling. Most dimensionality reduction algorithms find a low...
Minyoung Kim, Fernando De la Torre