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    AAAI
    2011
    137views Intelligent Agents» more  AAAI 2011»
    Heuristic Search for Large Problems With Real Costs
    12 years 4 months ago
    Heuristic Search for Large Problems With Real Costs
    Download  www.cs.unh.edu
    Matthew Hatem, Ethan Burns, Wheeler Ruml
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    AAAI
    2011
    178views Intelligent Agents» more  AAAI 2011»
    Combining Learned Discrete and Continuous Action Models
    12 years 4 months ago
    Combining Learned Discrete and Continuous Action Models
    Download  www.eecs.umich.edu
    Action modeling is an important skill for agents that must perform tasks in novel domains. Previous work on action modeling has focused on learning STRIPS operators in discrete, r...
    Joseph Z. Xu, John E. Laird
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    AAAI
    2011
    124views Intelligent Agents» more  AAAI 2011»
    Inner Regions and Interval Linearizations for Global Optimization
    12 years 4 months ago
    Inner Regions and Interval Linearizations for Global Optimization
    Download  www-sop.inria.fr
    Gilles Trombettoni, Ignacio Araya, Bertrand Neveu,...
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    AAAI
    2011
    205views Intelligent Agents» more  AAAI 2011»
    Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff!
    12 years 4 months ago
    Recommendation Sets and Choice Queries: There Is No Exploration/Exploitation Tradeoff!
    Download  www.cs.toronto.edu
    Utility elicitation is an important component of many applications, such as decision support systems and recommender systems. Such systems query users about their preferences and ...
    Paolo Viappiani, Craig Boutilier
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    AAAI
    2011
    120views Intelligent Agents» more  AAAI 2011»
    Exploiting Problem Symmetries in State-Based Planners
    12 years 4 months ago
    Exploiting Problem Symmetries in State-Based Planners
    Download  icaps11.icaps-conference.org
    Previous research in Artificial Intelligence has identified the possibility of simplifying planning problems via the identification and exploitation of symmetries. We advance t...
    Nir Pochter, Aviv Zohar, Jeffrey S. Rosenschein
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    AAAI
    2011
    134views Intelligent Agents» more  AAAI 2011»
    Towards Large-Scale Collaborative Planning: Answering High-Level Search Queries Using Human Computation
    12 years 4 months ago
    Towards Large-Scale Collaborative Planning: Answering High-Level Search Queries Using Human Computation
    Download  www.eecs.harvard.edu
    Behind every search query is a high-level mission that the user wants to accomplish. While current search engines can often provide relevant information in response to well-speci...
    Edith Law, Haoqi Zhang
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    AAAI
    2011
    146views Intelligent Agents» more  AAAI 2011»
    Effective End-User Interaction with Machine Learning
    12 years 4 months ago
    Effective End-User Interaction with Machine Learning
    Download  ai.cs.washington.edu
    End-user interactive machine learning is a promising tool for enhancing human productivity and capabilities with large unstructured data sets. Recent work has shown that we can cr...
    Saleema Amershi, James Fogarty, Ashish Kapoor, Des...
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    AAAI
    2011
    206views Intelligent Agents» more  AAAI 2011»
    A Functional Analysis of Historical Memory Retrieval Bias in the Word Sense Disambiguation Task
    12 years 4 months ago
    A Functional Analysis of Historical Memory Retrieval Bias in the Word Sense Disambiguation Task
    Download  www.eecs.umich.edu
    Effective access to knowledge within large declarative memory stores is one challenge in the development and understanding of long-living, generally intelligent agents. We focus o...
    Nate Derbinsky, John E. Laird
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    AAAI
    2011
    170views Intelligent Agents» more  AAAI 2011»
    Understanding Natural Language Commands for Robotic Navigation and Mobile Manipulation
    12 years 4 months ago
    Understanding Natural Language Commands for Robotic Navigation and Mobile Manipulation
    Download  people.csail.mit.edu
    This paper describes a new model for understanding natural language commands given to autonomous systems that perform navigation and mobile manipulation in semi-structured environ...
    Stefanie Tellex, Thomas Kollar, Steven Dickerson, ...
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    AAAI
    2011
    124views Intelligent Agents» more  AAAI 2011»
    A Scalable Tree-Based Approach for Joint Object and Pose Recognition
    12 years 4 months ago
    A Scalable Tree-Based Approach for Joint Object and Pose Recognition
    Download  ai.cs.washington.edu
    Recognizing possibly thousands of objects is a crucial capability for an autonomous agent to understand and interact with everyday environments. Practical object recognition comes...
    Kevin Lai, Liefeng Bo, Xiaofeng Ren, Dieter Fox
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