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NIPS
1993
13 years 9 months ago
Convergence of Stochastic Iterative Dynamic Programming Algorithms
Recent developments in the area of reinforcement learning have yielded a number of new algorithms for the prediction and control of Markovian environments. These algorithms,includ...
Tommi Jaakkola, Michael I. Jordan, Satinder P. Sin...
JACIII
2008
148views more  JACIII 2008»
13 years 7 months ago
Optimal Route Based on Dynamic Programming for Road Networks
Abstract. One of the main functions of the traffic navigation systems is to find the optimal route to the destination. In this paper, we propose an iterative Q value updating algor...
Manoj Kanta Mainali, Kaoru Shimada, Shingo Mabu, K...
ORL
2008
115views more  ORL 2008»
13 years 7 months ago
On the convergence of stochastic dual dynamic programming and related methods
We discuss the almost-sure convergence of a broad class of sampling algorithms for multi-stage stochastic linear programs. We provide a convergence proof based on the finiteness o...
Andrew B. Philpott, Z. Guan
ISSTA
2010
ACM
13 years 11 months ago
Proving memory safety of floating-point computations by combining static and dynamic program analysis
Whitebox fuzzing is a novel form of security testing based on dynamic symbolic execution and constraint solving. Over the last couple of years, whitebox fuzzers have found many ne...
Patrice Godefroid, Johannes Kinder
ICSE
2007
IEEE-ACM
14 years 8 months ago
The Social Dynamics of Pair Programming
This paper presents data from a four month ethnographic study of professional pair programmers from two software development teams. Contrary to the current conception of pair prog...
Jan Chong, Tom Hurlbutt