Artificial intelligence: a modern approach
Artificial intelligence: a modern approach
The Hierarchical Hidden Markov Model: Analysis and Applications
Machine Learning
Stochastic Complexity in Statistical Inquiry Theory
Stochastic Complexity in Statistical Inquiry Theory
Introduction to Reinforcement Learning
Introduction to Reinforcement Learning
MavHome: An Agent-Based Smart Home
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
Planning and Acting in Partially Observable Stochastic Domains
Planning and Acting in Partially Observable Stochastic Domains
Improving Home Automation by Discovering Regularly Occurring Device Usage Patterns
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Using information-theoretic principles to discover interesting episodes in a time-ordered input sequence
The role of prediction algorithms in the MavHome smart home architecture
IEEE Wireless Communications
How smart are our environments? An updated look at the state of the art
Pervasive and Mobile Computing
Evidential fusion of sensor data for activity recognition in smart homes
Pervasive and Mobile Computing
Review: Ambient intelligence: Technologies, applications, and opportunities
Pervasive and Mobile Computing
Environmental user-preference learning for smart homes: An autonomous approach
Journal of Ambient Intelligence and Smart Environments
Automating routine tasks in AmI systems by using models at runtime
AmI'10 Proceedings of the First international joint conference on Ambient intelligence
Computing with instinct
Learning Algorithm for Human Activity Detection in Smart Environments
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
A model for using machine learning in smart environments
GPC'11 Proceedings of the 6th international conference on Grid and Pervasive Computing
Learning user preferences for adaptive pervasive environments: An incremental and temporal approach
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Inferring ECA-based rules for ambient intelligence using evolutionary feature extraction
Journal of Ambient Intelligence and Smart Environments
Hi-index | 0.00 |
The goal of the MavHome project is to develop technologies to Manage Adaptive Versatile environments. In this paper, we present a complete agent architecture for a single inhabitant intelligent environment and discuss the development, deployment, and techniques utilized in our working intelligent environments. Empirical evaluation of our approach has proven its effectiveness at reducing inhabitant interactions in simulated and real environments.