Sciweavers

AAAI
2015
8 years 8 months ago
Tractability of Planning with Loops
We create a unified framework for analyzing and synthesizing plans with loops for solving problems with nondeterministic numeric effects and a limited form of partial observabili...
Siddharth Srivastava, Shlomo Zilberstein, Abhishek...
AAAI
2015
8 years 8 months ago
Abstraction for Solving Large Incomplete-Information Games
ion for Solving Large Incomplete-Information Games Tuomas Sandholm Computer Science Department Carnegie Mellon University Most real-world games and many recreational games are gam...
Tuomas Sandholm
AAAI
2015
8 years 8 months ago
Support Consistency of Direct Sparse-Change Learning in Markov Networks
The interactions between covariates may change with learning domains. Discovering such transitions may offer key information helping us transfer our knowledge from one domain to a...
Song Liu, Taiji Suzuki, Masashi Sugiyama
AAAI
2015
8 years 8 months ago
Instance-Driven Ontology Evolution in DL-Lite
The development and maintenance of large and complex ontologies are often time-consuming and error-prone. Thus, automated ontology learning and evolution have attracted intensive ...
Zhe Wang, Kewen Wang, Zhiqiang Zhuang, Guilin Qi
AAAI
2015
8 years 8 months ago
On the Convergence of Iterative Voting: How Restrictive Should Restricted Dynamics Be?
We study convergence properties of iterative voting procedures. Such a procedure is defined by a voting rule and a (restricted) iterative process, where at each step one agent ca...
Svetlana Obraztsova, Evangelos Markakis, Maria Pol...
AAAI
2015
8 years 8 months ago
Nonparametric Scoring Rules
A scoring rule is a device for eliciting and assessing probabilistic forecasts from an agent. When dealing with continuous outcome spaces, and absent any prior insights into the s...
Erik Peter Zawadzki, Sébastien Lahaie
AAAI
2015
8 years 8 months ago
A Theoretical Analysis of Optimization by Gaussian Continuation
Optimization via continuation method is a widely used approach for solving nonconvex minimization problems. While this method generally does not provide a global minimum, empirica...
Hossein Mobahi, John W. Fisher III
AAAI
2015
8 years 8 months ago
Heuristic Induction of Rate-Based Process Models
This paper presents a novel approach to inductive process modeling, the task of constructing a quantitative account of dynamical behavior from time-series data and background know...
Pat Langley, Adam Arvay