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ICML
2006
IEEE
16 years 16 days ago
Automatic basis function construction for approximate dynamic programming and reinforcement learning
We address the problem of automatically constructing basis functions for linear approximation of the value function of a Markov Decision Process (MDP). Our work builds on results ...
Philipp W. Keller, Shie Mannor, Doina Precup
VL
2003
IEEE
121views Visual Languages» more  VL 2003»
15 years 11 months ago
Visual methods for web application design
The paper outlines a tool-supported approach to the design of Web applications. Behavioural models are augmented with web-based simulations of user interfaces to permit validation...
Robert Chatley, Jeff Kramer, Jeff Magee, Sebasti&a...
IEAAIE
2003
Springer
15 years 11 months ago
UMAS Learning Requirement for Controlling Network Resources
- This paper presents an intelligent User Manager Agent System (UMAS) in which it has a capability of making a management decision for balancing the network load with the users’ ...
Abdullah Gani, Nasser Abouzakhar, Gordon A. Manson
IATA
1999
Springer
15 years 10 months ago
Market-Based Call Routing in Telecommunications Networks Using Adaptive Pricing and Real Bidding
We present a market-based approach to call routing in telecommunications networks. A system architecture is described that allows self-interested agents, representing various netwo...
M. A. Gibney, Nicholas R. Jennings, N. J. Vriend, ...
IATA
1998
Springer
15 years 10 months ago
Dynamic Resource Allocation by Market-Based Routing in Telecommunications Networks
We present an approach to resource allocation in telecommunications networks based on the interaction of self-interested agents which have limited information about their environme...
M. A. Gibney, Nicholas R. Jennings