Intelligent Agents | Sciweavers

39

AAAI
2006

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Real-Time Evolution of Neural Networks in the NERO Video Game

14 years 1 months ago

A major goal for AI is to allow users to interact with agents that learn in real time, making new kinds of interactive simulations, training applications, and digital entertainmen...

Kenneth O. Stanley, Bobby D. Bryant, Igor Karpov, ...

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27

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AAAI
2006

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14 years 1 months ago

Optimizing Similarity Assessment in Case-Based Reasoning

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The definition of accurate similarity measures is a key issue of every Case-Based Reasoning application. Although some approaches to optimize similarity measures automatically hav...

Armin Stahl, Thomas Gabel

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30

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AAAI
2006

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Robust Autonomous Structure-based Color Learning on a Mobile Robot

14 years 1 months ago

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Mohan Sridharan

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48

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AAAI
2006

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Decision Making in Uncertain Real-World Domains Using DT-Golog

14 years 1 months ago

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DTGolog, a decision-theoretic agent programming language based on the situation calculus, was proposed to ease some of the computational difficulties associated with Markov Decisi...

Mikhail Soutchanski, Huy Pham, John Mylopoulos

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31

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AAAI
2006

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Using Homomorphisms to Transfer Options across Continuous Reinforcement Learning Domains

14 years 1 months ago

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We examine the problem of Transfer in Reinforcement Learning and present a method to utilize knowledge acquired in one Markov Decision Process (MDP) to bootstrap learning in a mor...

Vishal Soni, Satinder P. Singh

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34

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AAAI
2006

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Answer Sets for Logic Programs with Arbitrary Abstract Constraint Atoms

14 years 1 months ago

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Tran Cao Son, Enrico Pontelli, Phan Huy Tu

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35

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AAAI
2006

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Multiagent Coalition Formation for Computer-Supported Cooperative Learning

14 years 1 months ago

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In this paper, we describe a computer-supported cooperative learning system in education and the results of its deployment. The system, called I-MINDS, consists of a set of teache...

Leen-Kiat Soh, Nobel Khandaker, Hong Jiang

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32

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AAAI
2006

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Focused Real-Time Dynamic Programming for MDPs: Squeezing More Out of a Heuristic

14 years 1 months ago

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Real-time dynamic programming (RTDP) is a heuristic search algorithm for solving MDPs. We present a modified algorithm called Focused RTDP with several improvements. While RTDP ma...

Trey Smith, Reid G. Simmons

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39

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AAAI
2006

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Running the Table: An AI for Computer Billiards

14 years 1 months ago

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Billiards is a game of both strategy and physical skill. To succeed, a player must be able to select strong shots, and then execute them accurately and consistently. Several robot...

Michael Smith

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34

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AAAI
2006

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How to Put the Pieces of AI Together Again

14 years 1 months ago

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Since the 1970s AI as a science has progressively fragmented into many activities that are very narrowly focused. It is not clear that work done within these fragments can be comb...

Aaron Sloman

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