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SDM
2012
SIAM
278views Data Mining» more  SDM 2012»
12 years 6 days ago
Legislative Prediction via Random Walks over a Heterogeneous Graph
In this article, we propose a random walk-based model to predict legislators’ votes on a set of bills. In particular, we first convert roll call data, i.e. the recorded votes a...
Jun Wang, Kush R. Varshney, Aleksandra Mojsilovic
ICRA
2003
IEEE
159views Robotics» more  ICRA 2003»
14 years 3 months ago
Randomized manipulation planning for a multi-fingered hand by switching contact modes
Abstract— This paper presents a randomized manipulation planner for a multi-fingered hand by switching contact modes. Manipulation planning for such a system should consider cha...
Masahito Yashima, Yoshikazu Shiina, Hideya Yamaguc...
ICRA
2007
IEEE
125views Robotics» more  ICRA 2007»
14 years 4 months ago
Single-Query Motion Planning with Utility-Guided Random Trees
— Randomly expanding trees are very effective in exploring high-dimensional spaces. Consequently, they are a powerful algorithmic approach to sampling-based single-query motion p...
Brendan Burns, Oliver Brock
IROS
2009
IEEE
163views Robotics» more  IROS 2009»
14 years 4 months ago
On the performance of random linear projections for sampling-based motion planning
— Sampling-based motion planners are often used to solve very high-dimensional planning problems. Many recent algorithms use projections of the state space to estimate properties...
Ioan Alexandru Sucan, Lydia E. Kavraki
MDAI
2009
Springer
14 years 4 months ago
Using Conditional Random Fields for Decision-Theoretic Planning
We propose a means of extending Conditional Random Field modeling to decision-theoretic planning where valuation is dependent upon fullyobservable factors. Representation is discu...
Paul A. Ardis, Christopher M. Brown