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EURODAC
1994
IEEE
129views VHDL» more  EURODAC 1994»
14 years 2 months ago
Synthesis of Self-Testable Controllers
The paper presents a synthesis approach for pipelinelike controller structures. These structures allow to implement a built-in self-test in two sessions without any extra test reg...
Sybille Hellebrand, Hans-Joachim Wunderlich
COMPLEX
2009
Springer
14 years 2 months ago
Non-sufficient Memories That Are Sufficient for Prediction
The causal states of computational mechanics define the minimal sufficient (prescient) memory for a given stationary stochastic process. They induce the -machine which is a hidden...
Wolfgang Löhr, Nihat Ay
IPPS
2010
IEEE
13 years 8 months ago
Scalable failure recovery for high-performance data aggregation
Many high-performance tools, applications and infrastructures, such as Paradyn, STAT, TAU, Ganglia, SuperMon, Astrolabe, Borealis, and MRNet, use data aggregation to synthesize lar...
Dorian C. Arnold, Barton P. Miller
ICML
2007
IEEE
14 years 11 months ago
Constructing basis functions from directed graphs for value function approximation
Basis functions derived from an undirected graph connecting nearby samples from a Markov decision process (MDP) have proven useful for approximating value functions. The success o...
Jeffrey Johns, Sridhar Mahadevan
ICML
2005
IEEE
14 years 11 months ago
Relating reinforcement learning performance to classification performance
We prove a quantitative connection between the expected sum of rewards of a policy and binary classification performance on created subproblems. This connection holds without any ...
John Langford, Bianca Zadrozny