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» PLOW: A Collaborative Task Learning Agent
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AAAI
2012
11 years 8 months ago
A Sequential Decision Approach to Ordinal Preferences in Recommender Systems
We propose a novel sequential decision approach to modeling ordinal ratings in collaborative filtering problems. The rating process is assumed to start from the lowest level, eva...
Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
KES
2000
Springer
13 years 9 months ago
Agent and user inhabited virtual communities: a case study
: We report about ongoing research in a virtual reality environment where visitors can interact with agents that help them to obtain information, to peform certain transactions and...
Anton Nijholt
ATAL
2008
Springer
13 years 7 months ago
Teaching multi-robot coordination using demonstration of communication and state sharing
Solutions to complex tasks often require the cooperation of multiple robots, however, developing multi-robot policies can present many challenges. In this work, we introduce teach...
Sonia Chernova, Manuela M. Veloso
MRC
2003
182views Robotics» more  MRC 2003»
13 years 7 months ago
Virtual Synergy: A Human-Robot Interface for Urban Search and Rescue
This paper describes the Virtual Synergy interface, which combines a three dimensional graphical interface with physical robots to allow for collaboration among multiple human res...
Sheila Tejada, Andrew Cristina, Priscilla Goodwyne...
AAAI
2010
13 years 7 months ago
Bayesian Matrix Factorization with Side Information and Dirichlet Process Mixtures
Matrix factorization is a fundamental technique in machine learning that is applicable to collaborative filtering, information retrieval and many other areas. In collaborative fil...
Ian Porteous, Arthur Asuncion, Max Welling