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    AAAI
    2015
    22views Intelligent Agents» more  AAAI 2015»
    Strong Bounds Consistencies and Their Application to Linear Constraints
    8 years 8 months ago
    Strong Bounds Consistencies and Their Application to Linear Constraints
    Download  www.lirmm.fr
    We propose two local consistencies that extend bounds consistency (BC) by simultaneously considering combinations of constraints as opposed to single constraints. We prove that th...
    Christian Bessiere, Anastasia Paparrizou, Kostas S...
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    AAAI
    2015
    11views Intelligent Agents» more  AAAI 2015»
    On the Role of Canonicity in Knowledge Compilation
    8 years 8 months ago
    On the Role of Canonicity in Knowledge Compilation
    Download  lirias.kuleuven.be
    Knowledge compilation is a powerful reasoning paradigm with many applications across AI and computer science more broadly. We consider the problem of bottom-up compilation of know...
    Guy Van den Broeck, Adnan Darwiche
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    AAAI
    2015
    32views Intelligent Agents» more  AAAI 2015»
    UT Austin Villa 2014: RoboCup 3D Simulation League Champion via Overlapping Layered Learning
    8 years 8 months ago
    UT Austin Villa 2014: RoboCup 3D Simulation League Champion via Overlapping Layered Learning
    Download  www.cs.utexas.edu
    Layered learning is a hierarchical machine learning paradigm that enables learning of complex behaviors by incrementally learning a series of sub-behaviors. A key feature of layer...
    Patrick MacAlpine, Mike Depinet, Peter Stone
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    AAAI
    2015
    24views Intelligent Agents» more  AAAI 2015»
    Planned Protest Modeling in News and Social Media
    8 years 8 months ago
    Planned Protest Modeling in News and Social Media
    Download  people.cs.vt.edu
    Civil unrest (protests, strikes, and “occupy” events) is a common occurrence in both democracies and authoritarian regimes. The study of civil unrest is a key topic for politi...
    Sathappan Muthiah, Bert Huang, Jaime Arredondo, Da...
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    Robot Learning Manipulation Action Plans by "Watching" Unconstrained Videos from the World Wide Web
    8 years 8 months ago
    Robot Learning Manipulation Action Plans by "Watching" Unconstrained Videos from the World Wide Web
    Download  www.umiacs.umd.edu
    In order to advance action generation and creation in robots beyond simple learned schemas we need computational tools that allow us to automatically interpret and represent human...
    Yezhou Yang, Yi Li, Cornelia Fermüller, Yiann...
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    AAAI
    2015
    29views Intelligent Agents» more  AAAI 2015»
    Assessing the Robustness of Cremer-McLean with Automated Mechanism Design
    8 years 8 months ago
    Assessing the Robustness of Cremer-McLean with Automated Mechanism Design
    Download  teamcore.usc.edu
    In a classic result in the mechanism design literature, Cremer and McLean (1985) show that if buyers’ valuations are sufficiently correlated, a mechanism exists that allows the...
    Michael Albert, Vincent Conitzer, Giuseppe Lopomo
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    AAAI
    2015
    24views Intelligent Agents» more  AAAI 2015»
    Measuring Plan Diversity: Pathologies in Existing Approaches and A New Plan Distance Metric
    8 years 8 months ago
    Measuring Plan Diversity: Pathologies in Existing Approaches and A New Plan Distance Metric
    Download  rpgoldman.real-time.com
    In this paper we present a plan-plan distance metric based on Kolmogorov (Algorithmic) complexity. Generating diverse sets of plans is useful for tasks such as probing user prefer...
    Robert P. Goldman, Ugur Kuter
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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    Exploiting Parallelism for Hard Problems in Abstract Argumentation
    8 years 8 months ago
    Exploiting Parallelism for Hard Problems in Abstract Argumentation
    Download  eprints.hud.ac.uk
    Federico Cerutti, Ilias Tachmazidis, Mauro Vallati...
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    AAAI
    2015
    30views Intelligent Agents» more  AAAI 2015»
    Conducting Neuroscience to Guide the Development of AI
    8 years 8 months ago
    Conducting Neuroscience to Guide the Development of AI
    Download  engineering.purdue.edu
    Study of the human brain through fMRI can potentially benefit the pursuit of artificial intelligence. Four examples are presented. First, fMRI decoding of the brain activity of ...
    Jeffrey Mark Siskind
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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    Online Bandit Learning for a Special Class of Non-Convex Losses
    8 years 8 months ago
    Online Bandit Learning for a Special Class of Non-Convex Losses
    Download  cs.nju.edu.cn
    In online bandit learning, the learner aims to minimize a sequence of losses, while only observing the value of each loss at a single point. Although various algorithms and theori...
    Lijun Zhang 0005, Tianbao Yang, Rong Jin, Zhi-Hua ...
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