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AAAI
2008
13 years 11 months ago
Feature Selection for Activity Recognition in Multi-Robot Domains
In multi-robot settings, activity recognition allows a robot to respond intelligently to the other robots in its environment. Conditional random fields are temporal models that ar...
Douglas L. Vail, Manuela M. Veloso
ATAL
2008
Springer
13 years 10 months ago
Discovering tactical behavior patterns supported by topological structures in soccer agent domains
Behaviors in soccer-agent domains can involve individual plays, several players involved in tactical plays or the whole team trying to follow strategies supported by specific form...
Fernando Ramos, Huberto Ayanegui
AAAI
2006
13 years 10 months ago
A Simple and Effective Method for Incorporating Advice into Kernel Methods
We propose a simple mechanism for incorporating advice (prior knowledge), in the form of simple rules, into support-vector methods for both classification and regression. Our appr...
Richard Maclin, Jude W. Shavlik, Trevor Walker, Li...
AIIDE
2006
13 years 10 months ago
The Self Organization of Context for Learning in MultiAgent Games
Reinforcement learning is an effective machine learning paradigm in domains represented by compact and discrete state-action spaces. In high-dimensional and continuous domains, ti...
Christopher D. White, Dave Brogan
FLAIRS
2001
13 years 10 months ago
A Reference Test Course for Urban Search and Rescue Robots
Oneapproachto measuringthe performanceof intelligent systemsis to developstandardizedor reproducibletests. Thesetests maybe in a simulatedenvironmentor in a physical test course.T...
Adam Jacoff, Elena Messina, John Evans