AAAI 2006 | Sciweavers

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AAAI
2006

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Cross-Domain Knowledge Transfer Using Structured Representations

13 years 10 months ago

Previous work in knowledge transfer in machine learning has been restricted to tasks in a single domain. However, evidence from psychology and neuroscience suggests that humans ar...

Samarth Swarup, Sylvian R. Ray

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AAAI
2006

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Explanation-Based Learning for Image Understanding

13 years 10 months ago

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Qiang Sun, Li-Lun Wang, Gerald DeJong

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AAAI
2006

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Simultaneous Team Assignment and Behavior Recognition from Spatio-Temporal Agent Traces

13 years 10 months ago

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This paper addresses the problem of activity recognition for physically-embodied agent teams. We define team activity recognition as the process of identifying team behaviors from...

Gita Sukthankar, Katia P. Sycara

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AAAI
2006

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Prob-Maxn: Playing N-Player Games with Opponent Models

13 years 10 months ago

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Much of the work on opponent modeling for game tree search has been unsuccessful. In two-player, zero-sum games, the gains from opponent modeling are often outweighed by the cost ...

Nathan R. Sturtevant, Martin Zinkevich, Michael H....

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29

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AAAI
2006

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WikiRelate! Computing Semantic Relatedness Using Wikipedia

13 years 10 months ago

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Wikipedia provides a knowledge base for computing word relatedness in a more structured fashion than a search engine and with more coverage than WordNet. In this work we present e...

Michael Strube, Simone Paolo Ponzetto

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21

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AAAI
2006

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Expectation-Based Vision for Self-Localization on a Legged Robot

13 years 10 months ago

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Daniel Stronger, Peter Stone

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AAAI
2006

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An Asymptotically Optimal Algorithm for the Max k-Armed Bandit Problem

13 years 10 months ago

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We present an asymptotically optimal algorithm for the max variant of the k-armed bandit problem. Given a set of k slot machines, each yielding payoff from a fixed (but unknown) d...

Matthew J. Streeter, Stephen F. Smith

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AAAI
2006

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Curiosity-Driven Exploration with Planning Trajectories

13 years 10 months ago

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Tyler Streeter

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19

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AAAI
2006

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Laughing with HAHAcronym, a Computational Humor System

13 years 10 months ago

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Computational humor is a challenge with implications for many classical fields in AI such as, for example, natural language processing, intelligent human-computer interaction, rea...

Oliviero Stock, Carlo Strapparava

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AAAI
2006

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Real-Time Interactive Learning in the NERO Video Game

13 years 10 months ago