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    IJCAI
    2007
    184views Artificial Intelligence» more  IJCAI 2007»
    A Fully Connectionist Model Generator for Covered First-Order Logic Programs
    13 years 6 months ago
    A Fully Connectionist Model Generator for Covered First-Order Logic Programs
    Download  www.wv.inf.tu-dresden.de
    We present a fully connectionist system for the learning of first-order logic programs and the generation of corresponding models: Given a program and a set of training examples,...
    Sebastian Bader, Pascal Hitzler, Steffen Höll...
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    IJCAI
    2007
    165views Artificial Intelligence» more  IJCAI 2007»
    Representations for Action Selection Learning from Real-Time Observation of Task Experts
    13 years 6 months ago
    Representations for Action Selection Learning from Real-Time Observation of Task Experts
    Download  www.cs.bath.ac.uk
    The association of perception and action is key to learning by observation in general, and to programlevel task imitation in particular. The question is how to structure this info...
    Mark A. Wood, Joanna Bryson
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    NIPS
    2003
    91views Information Technology» more  NIPS 2003»
    Learning a World Model and Planning with a Self-Organizing, Dynamic Neural System
    13 years 6 months ago
    Learning a World Model and Planning with a Self-Organizing, Dynamic Neural System
    Download  books.nips.cc
    We present a connectionist architecture that can learn a model of the relations between perceptions and actions and use this model for behavior planning. State representations are...
    Marc Toussaint
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    CI
    2005
    106views more  CI 2005»
    Incremental Learning of Procedural Planning Knowledge in Challenging Environments
    13 years 4 months ago
    Incremental Learning of Procedural Planning Knowledge in Challenging Environments
    Download  www.sunnyhome.org
    Autonomous agents that learn about their environment can be divided into two broad classes. One class of existing learners, reinforcement learners, typically employ weak learning ...
    Douglas J. Pearson, John E. Laird
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    IROS
    2009
    IEEE
    168views Robotics» more  IROS 2009»
    A stream-based hierarchical anchoring framework
    13 years 11 months ago
    A stream-based hierarchical anchoring framework
    Download  www.ida.liu.se
    — Autonomous systems situated in the real world often need to recognize, track, and reason about various types of physical objects. In order to allow reasoning at a symbolic leve...
    Fredrik Heintz, Jonas Kvarnström, Patrick Doh...
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