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ATAL
2003
Springer
15 years 12 months ago
Natural methods for robot task learning: instructive demonstrations, generalization and practice
Among humans, teaching various tasks is a complex process which relies on multiple means for interaction and learning, both on the part of the teacher and of the learner. Used tog...
Monica N. Nicolescu, Maja J. Mataric
AAAI
2012
13 years 9 months ago
Transfer Learning in Collaborative Filtering with Uncertain Ratings
To solve the sparsity problem in collaborative filtering, researchers have introduced transfer learning as a viable approach to make use of auxiliary data. Most previous transfer...
Weike Pan, Evan Wei Xiang, Qiang Yang
ACSC
2002
IEEE
15 years 11 months ago
AdJava - Automatic Distribution of Java Applications
The majority of the world’s computing resources remains idle most of the time. By using this resource pool, an individual computation may be completed in a fraction of time requ...
Mohammad M. Fuad, Michael J. Oudshoorn
ATAL
2007
Springer
16 years 25 days ago
Policy recognition for multi-player tactical scenarios
This paper addresses the problem of recognizing policies given logs of battle scenarios from multi-player games. The ability to identify individual and team policies from observat...
Gita Sukthankar, Katia P. Sycara
MICAI
2004
Springer
15 years 12 months ago
Faster Proximity Searching in Metric Data
A number of problems in computer science can be solved efficiently with the so called memory based or kernel methods. Among this problems (relevant to the AI community) are multime...
Edgar Chávez, Karina Figueroa