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ICRA
2009
IEEE
143views Robotics» more  ICRA 2009»
14 years 3 months ago
Least absolute policy iteration for robust value function approximation
Abstract— Least-squares policy iteration is a useful reinforcement learning method in robotics due to its computational efficiency. However, it tends to be sensitive to outliers...
Masashi Sugiyama, Hirotaka Hachiya, Hisashi Kashim...
ECCV
2010
Springer
14 years 1 months ago
MRF Inference by k-Fan Decomposition and Tight Lagrangian Relaxation
We present a novel dual decomposition approach to MAP inference with highly connected discrete graphical models. Decompositions into cyclic k-fan structured subproblems are shown t...
ICCAD
1998
IEEE
81views Hardware» more  ICCAD 1998»
14 years 1 months ago
A simultaneous routing tree construction and fanout optimization algorithm
- This paper presents an optimal algorithm for solving the problem of simultaneous fanout optimization and routing tree construction for an ordered set of critical sinks. The algor...
Amir H. Salek, Jinan Lou, Massoud Pedram
KR
1998
Springer
14 years 1 months ago
A Planning Algorithm not based on Directional Search
The initiative in STRIPS planning has recently been taken by work on propositional satisfiability. Best current planners, like Graphplan, and earlier planners originating in the p...
Jussi Rintanen
ICSE
2008
IEEE-ACM
14 years 9 months ago
Scalable detection of semantic clones
Several techniques have been developed for identifying similar code fragments in programs. These similar fragments, referred to as code clones, can be used to identify redundant c...
Mark Gabel, Lingxiao Jiang, Zhendong Su