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    AAAI
    2012
    199views Intelligent Agents» more  AAAI 2012»
    Goal Recognition with Markov Logic Networks for Player-Adaptive Games
    11 years 11 months ago
    Goal Recognition with Markov Logic Networks for Player-Adaptive Games
    Download  www.intellimedia.ncsu.edu
    Goal recognition in digital games involves inferring players’ goals from observed sequences of low-level player actions. Goal recognition models support player-adaptive digital ...
    Eun Y. Ha, Jonathan P. Rowe, Bradford W. Mott, Jam...
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    AAAI
    2012
    191views Intelligent Agents» more  AAAI 2012»
    Tree-Based Solution Methods for Multiagent POMDPs with Delayed Communication
    11 years 11 months ago
    Tree-Based Solution Methods for Multiagent POMDPs with Delayed Communication
    Download  people.csail.mit.edu
    Planning under uncertainty is an important and challenging problem in multiagent systems. Multiagent Partially Observable Markov Decision Processes (MPOMDPs) provide a powerful fr...
    Frans Adriaan Oliehoek, Matthijs T. J. Spaan
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    AAAI
    2012
    186views Intelligent Agents» more  AAAI 2012»
    A Multi-Path Compilation Approach to Contingent Planning
    11 years 11 months ago
    A Multi-Path Compilation Approach to Contingent Planning
    Download  www.bgu.ac.il
    We describe a new sound and complete method for compiling contingent planning problems with sensing actions into classical planning. Our method encodes conditional plans within a ...
    Ronen I. Brafman, Guy Shani
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    AAAI
    2012
    201views Intelligent Agents» more  AAAI 2012»
    Emoticon Smoothed Language Models for Twitter Sentiment Analysis
    11 years 11 months ago
    Emoticon Smoothed Language Models for Twitter Sentiment Analysis
    Download  www.cs.sjtu.edu.cn
    Twitter sentiment analysis (TSA) has become a hot research topic in recent years. The goal of this task is to discover the attitude or opinion of the tweets, which is typically fo...
    Kun-Lin Liu, Wu-Jun Li, Minyi Guo
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    AAAI
    2012
    231views Intelligent Agents» more  AAAI 2012»
    Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
    11 years 11 months ago
    Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
    Download  www-scf.usc.edu
    Selecting the optimal kernel is an important and difficult challenge in applying kernel methods to pattern recognition. To address this challenge, multiple kernel learning (MKL) ...
    Tomer Levinboim, Fei Sha
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    AAAI
    2012
    277views Intelligent Agents» more  AAAI 2012»
    Relative Attributes for Enhanced Human-Machine Communication
    11 years 11 months ago
    Relative Attributes for Enhanced Human-Machine Communication
    Download  ttic.uchicago.edu
    We propose to model relative attributes1 that capture the relationships between images and objects in terms of human-nameable visual properties. For example, the models can captur...
    Devi Parikh, Adriana Kovashka, Amar Parkash, Krist...
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    AAAI
    2012
    219views Intelligent Agents» more  AAAI 2012»
    Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types
    11 years 11 months ago
    Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types
    Download  www.orchid.ac.uk
    Non-intrusive appliance load monitoring is the process of disaggregating a household’s total electricity consumption into its contributing appliances. In this paper we propose a...
    Oliver Parson, Siddhartha Ghosh, Mark Weal, Alex R...
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    AAAI
    2012
    208views Intelligent Agents» more  AAAI 2012»
    Heuristic Search Comes of Age
    11 years 11 months ago
    Heuristic Search Comes of Age
    Download  www.cs.unh.edu
    In looking back on the last five to ten years of work in heuristic search a few trends emerge. First, there has been a broadening of research topics studied. Second, there has be...
    Nathan R. Sturtevant, Ariel Felner, Maxim Likhache...
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    AAAI
    2012
    205views Intelligent Agents» more  AAAI 2012»
    Planning in Factored Action Spaces with Symbolic Dynamic Programming
    11 years 11 months ago
    Planning in Factored Action Spaces with Symbolic Dynamic Programming
    Download  www.cs.tufts.edu
    We consider symbolic dynamic programming (SDP) for solving Markov Decision Processes (MDP) with factored state and action spaces, where both states and actions are described by se...
    Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tad...
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    AAAI
    2012
    253views Intelligent Agents» more  AAAI 2012»
    HyperPlay: A Solution to General Game Playing with Imperfect Information
    11 years 11 months ago
    HyperPlay: A Solution to General Game Playing with Imperfect Information
    Download  cgi.cse.unsw.edu.au
    General Game Playing is the design of AI systems able to understand the rules of new games and to use such descriptions to play those games effectively. Games with imperfect infor...
    Michael John Schofield, Timothy Joseph Cerexhe, Mi...
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