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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering
    8 years 6 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 6 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 6 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 6 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 6 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 6 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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    AAAI
    2015
    28views Intelligent Agents» more  AAAI 2015»
    Knowledge Forgetting in Circumscription: A Preliminary Report
    8 years 6 months ago
    Knowledge Forgetting in Circumscription: A Preliminary Report
    Download  www.ict.griffith.edu.au
    The theory of (variable) forgetting has received significant attention in nonmonotonic reasoning, especially, in answer set programming. However, the problem of establishing a the...
    Yisong Wang, Kewen Wang, Zhe Wang, Zhiqiang Zhuang
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    AAAI
    2015
    19views Intelligent Agents» more  AAAI 2015»
    Factored Symmetries for Merge-and-Shrink Abstractions
    8 years 6 months ago
    Factored Symmetries for Merge-and-Shrink Abstractions
    Download  fai.cs.uni-saarland.de
    Silvan Sievers, Martin Wehrle, Malte Helmert, Alex...
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Intelligent Agents for Rehabilitation and Care of Disabled and Chronic Patients
    8 years 6 months ago
    Intelligent Agents for Rehabilitation and Care of Disabled and Chronic Patients
    Download  www.umiacs.umd.edu
    The number of people with disabilities is continuously increasing. Providing patients who have disabilities with the rehabilitation and care necessary to allow them good quality o...
    Sarit Kraus
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    AAAI
    2015
    44views Intelligent Agents» more  AAAI 2015»
    Causal Inference via Sparse Additive Models with Application to Online Advertising
    8 years 6 months ago
    Causal Inference via Sparse Additive Models with Application to Online Advertising
    Download  labs.yahoo.com
    Advertising effectiveness measurement is a fundamental problem in online advertising. Various causal inference methods have been employed to measure the causal effects of ad treat...
    Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi C...
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