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» Functional Programming in Sublinear Space
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NIPS
2001
13 years 11 months ago
Multiagent Planning with Factored MDPs
We present a principled and efficient planning algorithm for cooperative multiagent dynamic systems. A striking feature of our method is that the coordination and communication be...
Carlos Guestrin, Daphne Koller, Ronald Parr
SC
1992
ACM
14 years 2 months ago
Heterogeneous Parallel Programming in Jade
This paper presents Jade, a high-level parallel programming language for managing coarse-grain concurrency. Jade simplifies programming by providing the programmer with the abstra...
Martin C. Rinard, Daniel J. Scales, Monica S. Lam
NIPS
2000
13 years 11 months ago
APRICODD: Approximate Policy Construction Using Decision Diagrams
We propose a method of approximate dynamic programming for Markov decision processes (MDPs) using algebraic decision diagrams (ADDs). We produce near-optimal value functions and p...
Robert St-Aubin, Jesse Hoey, Craig Boutilier
ASPLOS
2006
ACM
14 years 1 months ago
Efficiently exploring architectural design spaces via predictive modeling
Architects use cycle-by-cycle simulation to evaluate design choices and understand tradeoffs and interactions among design parameters. Efficiently exploring exponential-size desig...
Engin Ipek, Sally A. McKee, Rich Caruana, Bronis R...
IFL
2005
Springer
103views Formal Methods» more  IFL 2005»
14 years 3 months ago
Accurate Step Counting
Abstract Starting with an evaluator for a language, an abstract machine for the same language can be mechanically derived using successive program transformations. This has relevan...
Catherine Hope, Graham Hutton