Sciweavers

AAMAS
2015
Springer
8 years 8 months ago
Distributed constraint optimization for teams of mobile sensing agents
Abstract: Coordinating a mobile sensor team (MST) to cover targets is a challenging problem in many multiagent applications. Such applications are inherently dynamic due to changes...
Roie Zivan, Harel Yedidsion, Steven Okamoto, Robin...
AAMAS
2015
Springer
8 years 8 months ago
Strategies for simulating pedestrian navigation with multiple reinforcement learning agents
Abstract In this paper, a new Multi-agent Reinforcement Learning (MARL) approach is introduced for the simulation of pedestrian groups. Unlike other solutions, where the behaviors ...
Francisco Martinez-Gil, Miguel Lozano, Fernando Fe...
AAAI
2015
8 years 8 months ago
Robust Subspace Clustering via Thresholding Ridge Regression
Given a data set from a union of multiple linear subspaces, a robust subspace clustering algorithm fits each group of data points with a low-dimensional subspace and then cluster...
Xi Peng 0001, Zhang Yi 0001, Huajin Tang
AAAI
2015
8 years 8 months ago
HACKAR: Helpful Advice for Code Knowledge and Attack Resilience
This paper describes a novel combination of Java program analysis and automated learning and planning architecture to the domain of Java vulnerability analysis. The key feature of...
Ugur Kuter, Mark H. Burstein, J. Benton, Daniel Br...
AAAI
2015
8 years 8 months ago
Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network
Social media platforms are often used by people to express their needs and desires. Such data offer great opportunities to identify users’ consumption intention from user-genera...
Xiao Ding, Ting Liu, Junwen Duan, Jian-Yun Nie
AAAI
2015
8 years 8 months ago
Going Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities
The ultimate goal of human natural language interaction is to communicate intentions. However, these intentions are often not directly derivable from the semantics of an utterance...
Tom Williams, Gordon Briggs, Bradley Oosterveld, M...
AAAI
2015
8 years 8 months ago
Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing
Mental illness is becoming a major plague in modern societies and poses challenges to the capacity of current public health systems worldwide. With the widespread adoption of soci...
Dawei Zhou, Jiebo Luo, Vincent M. B. Silenzio, Yun...
AAAI
2015
8 years 8 months ago
Outlier-Robust Convex Segmentation
We address the task of segmenting sequential data using convex optimization problem, which is specifically designed to work in the context of outliers in the data. We propose two...
Itamar Katz, Koby Crammer