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    AAAI
    2015
    16views Intelligent Agents» more  AAAI 2015»
    On the Impossibility of Convex Inference in Human Computation
    8 years 8 months ago
    On the Impossibility of Convex Inference in Human Computation
    Download  www.eecs.berkeley.edu
    Human computation or crowdsourcing involves joint inference of the ground-truth-answers and the workerabilities by optimizing an objective function, for instance, by maximizing th...
    Nihar B. Shah, Dengyong Zhou
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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    Structured Sparsity with Group-Graph Regularization
    8 years 8 months ago
    Structured Sparsity with Group-Graph Regularization
    Download  cs.nju.edu.cn
    In many learning tasks with structural properties, structural sparsity methods help induce sparse models, usually leading to better interpretability and higher generalization perf...
    Xin-Yu Dai, Jianbing Zhang, Shujian Huang, Jiajun ...
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    AAAI
    2015
    12views Intelligent Agents» more  AAAI 2015»
    SMT-Based Nonlinear PDDL+ Planning
    8 years 8 months ago
    SMT-Based Nonlinear PDDL+ Planning
    Download  www.musliner.com
    PDDL+ planning involves reasoning about mixed discretecontinuous change over time. Nearly all PDDL+ planners assume that continuous change is linear. We present a new technique th...
    Daniel Bryce, Sicun Gao, David J. Musliner, Robert...
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    AAAI
    2015
    29views Intelligent Agents» more  AAAI 2015»
    SCRAM: Scalable Collision-avoiding Role Assignment with Minimal-Makespan for Formational Positioning
    8 years 8 months ago
    SCRAM: Scalable Collision-avoiding Role Assignment with Minimal-Makespan for Formational Positioning
    Download  www.cs.utexas.edu
    Teams of mobile robots often need to divide up subtasks efficiently. In spatial domains, a key criterion for doing so may depend on distances between robots and the subtasks’ l...
    Patrick MacAlpine, Eric Price, Peter Stone
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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    Improving Exploration in UCT Using Local Manifolds
    8 years 8 months ago
    Improving Exploration in UCT Using Local Manifolds
    Download  www.fandm.edu
    Monte Carlo planning has been proven successful in many sequential decision-making settings, but it suffers from poor exploration when the rewards are sparse. In this paper, we im...
    Sriram Srinivasan, Erik Talvitie, Michael H. Bowli...
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    A Neural Probabilistic Model for Context Based Citation Recommendation
    8 years 8 months ago
    A Neural Probabilistic Model for Context Based Citation Recommendation
    Download  www.personal.psu.edu
    Automatic citation recommendation can be very useful for authoring a paper and is an AI-complete problem due to the challenge of bridging the semantic gap between citation context...
    Wenyi Huang, Zhaohui Wu, Liang Chen, Prasenjit Mit...
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    Handling Uncertainty in Answer Set Programming
    8 years 8 months ago
    Handling Uncertainty in Answer Set Programming
    Download  peace.eas.asu.edu
    We present a probabilistic extension of logic programs under the stable model semantics, inspired by the concept of Markov Logic Networks. The proposed language takes advantage of...
    Yi Wang, Joohyung Lee
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    AAAI
    2015
    41views Intelligent Agents» more  AAAI 2015»
    Automated Analysis of Commitment Protocols Using Probabilistic Model Checking
    8 years 8 months ago
    Automated Analysis of Commitment Protocols Using Probabilistic Model Checking
    Download  www.ntu.edu.sg
    Commitment protocols provide an effective formalism for the regulation of agent interaction. Although existing work mainly focus on the design-time development of static commitmen...
    Akin Günay, Songzheng Song, Yang Liu, Jie Zha...
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    AAAI
    2015
    11views Intelligent Agents» more  AAAI 2015»
    From Non-Negative to General Operator Cost Partitioning
    8 years 8 months ago
    From Non-Negative to General Operator Cost Partitioning
    Download  ai.cs.unibas.ch
    Operator cost partitioning is a well-known technique to make admissible heuristics additive by distributing the operator costs among individual heuristics. Planning tasks are usua...
    Florian Pommerening, Malte Helmert, Gabriele R&oum...
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    AAAI
    2015
    23views Intelligent Agents» more  AAAI 2015»
    Online Bayesian Models for Personal Analytics in Social Media
    8 years 8 months ago
    Online Bayesian Models for Personal Analytics in Social Media
    Download  www.cs.jhu.edu
    Latent author attribute prediction in social media provides a novel set of conditions for the construction of supervised classification models. With individual authors as trainin...
    Svitlana Volkova, Benjamin Van Durme
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