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ATAL
2015
Springer
8 years 7 months ago
Bitcoin Mining Pools: A Cooperative Game Theoretic Analysis
Bitcoin is an innovative decentralized cryptocurrency whose core security relies on a “proof of work” procedure, which requires network participants to repeatedly compute hash...
Yoad Lewenberg, Yoram Bachrach, Yonatan Sompolinsk...
ATAL
2015
Springer
8 years 7 months ago
Data-Driven Agent-based Modeling of Innovation Diffusion
We present a novel data-driven agent-based modeling framework to study innovation diffusion. Our first step is to learn a model of individual agent behavior from individual adop...
Haifeng Zhang
ATAL
2015
Springer
8 years 7 months ago
Coordinating Measurements for Air Pollution Monitoring in Participatory Sensing Settings
Environmental monitoring is important, as it allows authorities to understand the impact of potentially harmful environmental phenomena, such as air pollution, noise or temperatur...
Alexandros Zenonos, Sebastian Stein, Nicholas R. J...
ATAL
2015
Springer
8 years 7 months ago
Discretization of Continuous Action Spaces in Extensive-Form Games
Extensive-form games are a powerful tool for modeling a large range of multiagent scenarios. However, most solution algorithms require discrete, finite games. In contrast, many r...
Christian Kroer, Tuomas Sandholm
ATAL
2015
Springer
8 years 7 months ago
Programming with Commitments and Goals in JaCaMo+
Matteo Baldoni, Cristina Baroglio, Federico Capuzz...
ATAL
2015
Springer
8 years 7 months ago
Keeping Pace with Criminals: Designing Patrol Allocation Against Adaptive Opportunistic Criminals
Police patrols are used ubiquitously to deter crimes in urban areas. A distinctive feature of urban crimes is that criminals react opportunistically to patrol officers’ assignm...
Chao Zhang, Arunesh Sinha, Milind Tambe
ATAL
2015
Springer
8 years 7 months ago
Semi-feature Level Fusion for Bimodal Affect Regression Based on Facial and Bodily Expressions
Automatic emotion recognition has been widely studied and applied to various computer vision tasks (e.g. health monitoring, driver state surveillance, personalized learning, and s...
Yang Zhang, Li Zhang
ATAL
2015
Springer
8 years 7 months ago
Improving Fairness in Nonwasteful Matching with Hierarchical Regional Minimum Quotas
Masahiro Goto, Ryoji Kurata, Naoto Hamada, Atsushi...
ATAL
2015
Springer
8 years 7 months ago
Online Monte Carlo Counterfactual Regret Minimization for Search in Imperfect Information Games
Online search in games has been a core interest of artificial intelligence. Search in imperfect information games (e.g., Poker, Bridge, Skat) is particularly challenging due to t...
Viliam Lisý, Marc Lanctot, Michael H. Bowli...