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    AAAI
    2015
    28views Intelligent Agents» more  AAAI 2015»
    Knowledge Forgetting in Circumscription: A Preliminary Report
    8 years 10 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 10 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 10 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 10 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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    AAAI
    2015
    33views Intelligent Agents» more  AAAI 2015»
    An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization
    8 years 10 months ago
    An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization
    Download  cse.seu.edu.cn
    Twitter, as a popular microblogging service, has become a new information channel for users to receive and exchange the most up-to-date information on current events. However, sin...
    Deyu Zhou, Liangyu Chen, Yulan He
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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    Better Be Lucky than Good: Exceeding Expectations in MDP Evaluation
    8 years 10 months ago
    Better Be Lucky than Good: Exceeding Expectations in MDP Evaluation
    Download  gki.informatik.uni-freiburg.de
    We introduce the MDP-Evaluation Stopping Problem, the optimization problem faced by participants of the International Probabilistic Planning Competition 2014 that focus on their o...
    Thomas Keller 0001, Florian Geißer
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    Parallelized Hitting Set Computation for Model-Based Diagnosis
    8 years 10 months ago
    Parallelized Hitting Set Computation for Model-Based Diagnosis
    Download  ls13-www.cs.tu-dortmund.de
    Model-Based Diagnosis techniques have been successfully applied to support a variety of faultlocalization tasks both for hardware and software artifacts. In many applications, Rei...
    Dietmar Jannach, Thomas Schmitz, Kostyantyn M. Shc...
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    AAAI
    2015
    39views Intelligent Agents» more  AAAI 2015»
    Active Advice Seeking for Inverse Reinforcement Learning
    8 years 10 months ago
    Active Advice Seeking for Inverse Reinforcement Learning
    Download  homes.soic.indiana.edu
    Intelligent systems that interact with humans typically require input in the form of demonstrations and/or advice for optimal decision making. In more traditional systems, such in...
    Phillip Odom, Sriraam Natarajan
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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment in Neural Networks
    8 years 10 months ago
    Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment in Neural Networks
    Download  las.inf.ethz.ch
    Error backpropagation is an extremely effective algorithm for assigning credit in artificial neural networks. However, weight updates under Backprop depend on lengthy recursive c...
    David Balduzzi, Hastagiri Vanchinathan, Joachim M....
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    AAAI
    2015
    35views Intelligent Agents» more  AAAI 2015»
    Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in
    8 years 10 months ago
    Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in
    Download  www.cs.cornell.edu
    Understanding spatio-temporal resource preferences is paramount in the design of policies for sustainable development. Unfortunately, resource preferences are often unknown to pol...
    Stefano Ermon, Yexiang Xue, Russell Toth, Bistra N...
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