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ECML
2005
Springer
15 years 5 months ago
Natural Actor-Critic
This paper investigates a novel model-free reinforcement learning architecture, the Natural Actor-Critic. The actor updates are based on stochastic policy gradients employing Amari...
Jan Peters, Sethu Vijayakumar, Stefan Schaal
97
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IMR
2005
Springer
15 years 5 months ago
Design and Implementation of a Corporate Mesh Object
Today, finite element technologies allow engineers to analyze complex assemblies and subsystems. With CPU power constantly increasing, it is not unreasonable to state that the eng...
John Svitek, Wa Kwok, Joseph R. Tristano
ADBIS
2004
Springer
124views Database» more  ADBIS 2004»
15 years 5 months ago
Database Caching - Towards a Cost Model for Populating Cache Groups
Web caching keeps single Web objects ready somewhere in caches in the user-to-server path, whereas database caching uses fullfledged database management systems as caches to adapt...
Theo Härder, Andreas Bühmann
FPGA
2004
ACM
145views FPGA» more  FPGA 2004»
15 years 5 months ago
Exploration of pipelined FPGA interconnect structures
In this work, we parameterize and explore the interconnect structure of pipelined FPGAs. Specifically, we explore the effects of interconnect register population, length of regist...
Akshay Sharma, Katherine Compton, Carl Ebeling, Sc...
GLVLSI
2003
IEEE
129views VLSI» more  GLVLSI 2003»
15 years 5 months ago
A system-level methodology for fast multi-objective design space exploration
In this paper, we address the problem of the efficient exploration of the architectural design space for parameterized systems. Since the design space is multi-objective, our aim ...
Gianluca Palermo, Cristina Silvano, S. Valsecchi, ...