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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    Lifting Model Sampling for General Game Playing to Incomplete-Information Models
    10 years 22 days ago
    Lifting Model Sampling for General Game Playing to Incomplete-Information Models
    Download  cgi.cse.unsw.edu.au
    General Game Playing is the design of AI systems able to understand the rules of new games and to use such descriptions to play those games effectively. Games with incomplete info...
    Michael John Schofield, Michael Thielscher
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    This Time the Robot Settles for a Cost: A Quantitative Approach to Temporal Logic Planning with Partial Satisfaction
    10 years 22 days ago
    This Time the Robot Settles for a Cost: A Quantitative Approach to Temporal Logic Planning with Partial Satisfaction
    Download  www.cs.rice.edu
    The specification of complex motion goals through temporal logics is increasingly favored in robotics to narrow the gap between task and motion planning. A major limiting factor ...
    Morteza Lahijanian, Shaull Almagor, Dror Fried, Ly...
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    AAAI
    2015
    20views Intelligent Agents» more  AAAI 2015»
    An Empirical Study on the Practical Impact of Prior Beliefs over Policy Types
    10 years 22 days ago
    An Empirical Study on the Practical Impact of Prior Beliefs over Policy Types
    Download  rad.inf.ed.ac.uk
    Many multiagent applications require an agent to learn quickly how to interact with previously unknown other agents. To address this problem, researchers have studied learning alg...
    Stefano Vittorino Albrecht, Jacob William Crandall...
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation
    10 years 22 days ago
    OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation
    Download  www.tsukuba.ac.jp
    Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitag...
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    AAAI
    2015
    13views Intelligent Agents» more  AAAI 2015»
    Learning Word Representations from Relational Graphs
    10 years 22 days ago
    Learning Word Representations from Relational Graphs
    Download  cgi.csc.liv.ac.uk
    Attributes of words and relations between two words are central to numerous tasks in Artificial Intelligence such as knowledge representation, similarity measurement, and analogy...
    Danushka Bollegala, Takanori Maehara, Yuichi Yoshi...
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    AAAI
    2015
    30views Intelligent Agents» more  AAAI 2015»
    Approximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions
    10 years 22 days ago
    Approximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions
    Download  www.cs.cmu.edu
    Maximum entropy inverse optimal control (MaxEnt IOC) is an effective means of discovering the underlying cost function of demonstrated human activity and can be used to predict hu...
    De-An Huang, Amir Massoud Farahmand, Kris M. Kitan...
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Lifted Probabilistic Inference for Asymmetric Graphical Models
    10 years 22 days ago
    Lifted Probabilistic Inference for Asymmetric Graphical Models
    Download  web.cs.ucla.edu
    Lifted probabilistic inference algorithms have been successfully applied to a large number of symmetric graphical models. Unfortunately, the majority of realworld graphical models...
    Guy Van den Broeck, Mathias Niepert
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    AAAI
    2015
    16views Intelligent Agents» more  AAAI 2015»
    Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning
    10 years 22 days ago
    Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning
    Download  www.cs.utexas.edu
    Combinatory Categorial Grammar (CCG) is a lexicalized grammar formalism in which words are associated with categories that, in combination with a small universal set of rules, spe...
    Dan Garrette, Chris Dyer, Jason Baldridge, Noah A....
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    Solving and Explaining Analogy Questions Using Semantic Networks
    10 years 22 days ago
    Solving and Explaining Analogy Questions Using Semantic Networks
    Download  users.wpi.edu
    Analogies are a fundamental human reasoning pattern that relies on relational similarity. Understanding how analogies are formed facilitates the transfer of knowledge between cont...
    Adrian Boteanu, Sonia Chernova
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    AAAI
    2015
    24views Intelligent Agents» more  AAAI 2015»
    Pearl's Causality in a Logical Setting
    10 years 22 days ago
    Pearl's Causality in a Logical Setting
    Download  www.cs.utexas.edu
    We provide a logical representation of Pearl’s structural causal models in the framework of the causal calculus of McCain and Turner (1997) and its first-order generalization b...
    Alexander Bochman, Vladimir Lifschitz
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