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PERCOM
2003
ACM
15 years 7 months ago
Application-Service Interoperation without Standardized Service Interfaces
To programmatically discover and interact with services in ubiquitous computing environments, an application needs to solve two problems: (1) is it semantically meaningful to inte...
Shankar Ponnekanti, Armando Fox
203
Voted

Publication
233views
14 years 1 months ago
Sparse reward processes
We introduce a class of learning problems where the agent is presented with a series of tasks. Intuitively, if there is relation among those tasks, then the information gained duri...
Christos Dimitrakakis
121
Voted
IJON
2002
104views more  IJON 2002»
15 years 2 months ago
Power and the limits of reactive agents
In this paper I will show how reactive agents can solve relatively complex tasks without requiring any internal state and I will demonstrate that this is due to their ability to c...
Stefano Nolfi
ICWE
2007
Springer
15 years 8 months ago
Engineering Semantic-Based Interactive Multi-device Web Applications
Abstract. To build high-quality personalized Web applications developers have to deal with a number of complex problems. We look at the growing class of personalized Web Applicatio...
Pieter Bellekens, Kees van der Sluijs, Lora Aroyo,...
ICML
2007
IEEE
16 years 3 months ago
Multi-task reinforcement learning: a hierarchical Bayesian approach
We consider the problem of multi-task reinforcement learning, where the agent needs to solve a sequence of Markov Decision Processes (MDPs) chosen randomly from a fixed but unknow...
Aaron Wilson, Alan Fern, Soumya Ray, Prasad Tadepa...