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NIPS
2001
15 years 8 months ago
Model-Free Least-Squares Policy Iteration
We propose a new approach to reinforcement learning which combines least squares function approximation with policy iteration. Our method is model-free and completely off policy. ...
Michail G. Lagoudakis, Ronald Parr
IC
2003
15 years 8 months ago
Sampling Internet Topologies: How Small Can We Go?
Abstract— In this paper, we develop methods to “sample” a large real network into a small realistic graph. Although topology modeling has received a lot attention lately, it ...
Vaishnavi Krishnamurthy, Junhong Sun, Michalis Fal...
PDPTA
2004
15 years 8 months ago
A Study of Adaptive Rate Algorithm in ATM Network Flow Control
In this paper we present a flow control algorithm designed to improve the performance of ATM network and to gain higher throughput by guaranteeing negotiated cell loss ratio (CLR)...
Surasee Prahmkaew, Chanintorn Jittawiriyanukoon
ICWN
2003
15 years 8 months ago
Energy-Efficient Bootstrapping Protocol for Sensor Networks
Sensor networks are poised for increasingly wider uses in many military and civil applications. We present a bootstrapping protocol for a class of sensor networks in which the net...
Rajesh Mathew, Mohamed F. Younis
SCANGIS
2003
15 years 8 months ago
Spatio-Temporal Modeling of Dynamic Phenomena in GIS
Although, most of phenomena change over time, there has been an attempt to model the phenomena of real world assuming a static nature for them. Even when changes occurred in the p...
Saeed Nadi, Mahmoud Reza Delavar