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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    Approximating Optimal Social Choice under Metric Preferences
    8 years 8 months ago
    Approximating Optimal Social Choice under Metric Preferences
    Download  www.cs.rpi.edu
    We examine the quality of social choice mechanisms using a utilitarian view, in which all of the agents have costs for each of the possible alternatives. While these underlying co...
    Elliot Anshelevich, Onkar Bhardwaj, John Postl
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    AAAI
    2015
    22views Intelligent Agents» more  AAAI 2015»
    Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice
    8 years 8 months ago
    Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice
    Download  www.ict.griffith.edu.au
    Model-based approaches provide a semantically well justified way to revise ontologies. However, in general, model-based revision operators are limited due to lack of efficient a...
    Guilin Qi, Zhe Wang, Kewen Wang, Xuefeng Fu, Zhiqi...
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    AAAI
    2015
    37views Intelligent Agents» more  AAAI 2015»
    Tartanian7: A Champion Two-Player No-Limit Texas Hold'em Poker-Playing Program
    8 years 8 months ago
    Tartanian7: A Champion Two-Player No-Limit Texas Hold'em Poker-Playing Program
    Download  www.cs.cmu.edu
    The leading approach for solving large imperfect-information games is automated abstraction followed by running an equilibrium-finding algorithm. We introduce a distributed versi...
    Noam Brown, Sam Ganzfried, Tuomas Sandholm
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    AAAI
    2015
    11views Intelligent Agents» more  AAAI 2015»
    Multi-Source Domain Adaptation: A Causal View
    8 years 8 months ago
    Multi-Source Domain Adaptation: A Causal View
    Download  ei.is.tuebingen.mpg.de
    Kun Zhang, Mingming Gong, Bernhard Schölkopf
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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering
    8 years 8 months ago
    SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering
    Download  cs.uwaterloo.ca
    We propose SoF (Soft-cluster matrix Factorization), a probabilistic clustering algorithm which softly assigns each data point into clusters. Unlike model-based clustering algorith...
    Han Zhao, Pascal Poupart, Yongfeng Zhang, Martin L...
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    AAAI
    2015
    19views Intelligent Agents» more  AAAI 2015»
    Scalable Planning and Learning for Multiagent POMDPs
    8 years 8 months ago
    Scalable Planning and Learning for Multiagent POMDPs
    Download  www.cs.unh.edu
    Online, sample-based planning algorithms for POMDPs have shown great promise in scaling to problems with large state spaces, but they become intractable for large action and obser...
    Christopher Amato, Frans A. Oliehoek
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    AAAI
    2015
    13views Intelligent Agents» more  AAAI 2015»
    HVAC-Aware Occupancy Scheduling
    8 years 8 months ago
    HVAC-Aware Occupancy Scheduling
    Download  public.lanl.gov
    Energy consumption in commercial and educational buildings is impacted by group activities such as meetings, workshops, classes and exams, and can be reduced by scheduling these a...
    BoonPing Lim, Menkes van den Briel, Sylvie Thi&eac...
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    AAAI
    2015
    23views Intelligent Agents» more  AAAI 2015»
    Strong Temporal Planning with Uncontrollable Durations: A State-Space Approach
    8 years 8 months ago
    Strong Temporal Planning with Uncontrollable Durations: A State-Space Approach
    Download  www.mikand.net
    In many practical domains, planning systems are required to reason about durative actions. A common assumption in the literature is that the executor is allowed to decide the dura...
    Alessandro Cimatti, Andrea Micheli, Marco Roveri
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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    Expressing Arbitrary Reward Functions as Potential-Based Advice
    8 years 8 months ago
    Expressing Arbitrary Reward Functions as Potential-Based Advice
    Download  ai.vub.ac.be
    Effectively incorporating external advice is an important problem in reinforcement learning, especially as it moves into the real world. Potential-based reward shaping is a way to...
    Anna Harutyunyan, Sam Devlin, Peter Vrancx, Ann No...
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    AAAI
    2015
    12views Intelligent Agents» more  AAAI 2015»
    A Planning-Based Assistance System for Setting Up a Home Theater
    8 years 8 months ago
    A Planning-Based Assistance System for Setting Up a Home Theater
    Download  www.uni-ulm.de
    Modern technical devices are often too complex for many users to be able to use them to their full extent. Based on planning technology, we are able to provide advanced user assis...
    Pascal Bercher, Felix Richter, Thilo Hörnle, ...
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