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IWANN
1999
Springer
15 years 9 months ago
Using Temporal Neighborhoods to Adapt Function Approximators in Reinforcement Learning
To avoid the curse of dimensionality, function approximators are used in reinforcement learning to learn value functions for individual states. In order to make better use of comp...
R. Matthew Kretchmar, Charles W. Anderson
KDD
1999
ACM
128views Data Mining» more  KDD 1999»
15 years 9 months ago
Towards Automated Synthesis of Data Mining Programs
Code synthesis is routinely used in industry to generate GUIs, form lling applications, and database support code and is even used with COBOL. In this paper we consider the questi...
Wray L. Buntine, Bernd Fischer 0002, Thomas Pressb...
SIGCOMM
1998
ACM
15 years 9 months ago
Quality of Service Based Routing: A Performance Perspective
Recent studies provide evidence that Quality ofService QoS routing can provide increased network utilization compared to routing that is not sensitive to QoS requirements of tra...
George Apostolopoulos, Roch Guérin, Sanjay ...
ISER
1993
Springer
141views Robotics» more  ISER 1993»
15 years 9 months ago
Experimental Integration of Planning in a Distributed Control System
This paper describes a complete system architecture integrating planning into a two-armed robotic workcell. The system is comprised of four major components: user interface, plann...
Gerardo Pardo-Castellote, Tsai-Yen Li, Yoshihito K...
STOC
1993
ACM
264views Algorithms» more  STOC 1993»
15 years 9 months ago
Contention in shared memory algorithms
Most complexity measures for concurrent algorithms for asynchronous shared-memory architectures focus on process steps and memory consumption. In practice, however, performance of ...
Cynthia Dwork, Maurice Herlihy, Orli Waarts
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