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105
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ICML
2003
IEEE
16 years 3 months ago
Relativized Options: Choosing the Right Transformation
Relativized options combine model minimization methods and a hierarchical reinforcement learning framework to derive compact reduced representations of a related family of tasks. ...
Balaraman Ravindran, Andrew G. Barto
133
Voted
IROS
2007
IEEE
110views Robotics» more  IROS 2007»
15 years 8 months ago
From primitive behaviors to goal-directed behavior using affordances
— In this paper, we studied how a mobile robot equipped with a 3D laser scanner can start from primitive behaviors and learn to use them to achieve goal-directed behaviors. For t...
Mehmet Remzi Dogar, Maya Cakmak, Emre Ugur, Erol S...
ACL
2009
15 years 12 days ago
Predicting Unknown Time Arguments based on Cross-Event Propagation
Many events in news articles don't include time arguments. This paper describes two methods, one based on rules and the other based on statistical learning, to predict the un...
Prashant Gupta, Heng Ji
140
Voted
FAC
2010
106views more  FAC 2010»
14 years 12 months ago
Automatic verification of Java programs with dynamic frames
Framing in the presence of data abstraction is a challenging and important problem in the verification of object-oriented programs [LLM07]. The dynamic frames approach is a promisi...
Jan Smans, Bart Jacobs, Frank Piessens, Wolfram Sc...
COGSCI
2010
114views more  COGSCI 2010»
15 years 2 months ago
Direct Associations or Internal Transformations? Exploring the Mechanisms Underlying Sequential Learning Behavior
We evaluate two broad classes of cognitive mechanisms that might support the learning of sequential patterns. According to the first, learning is based on the gradual accumulation...
Todd M. Gureckis, Bradley C. Love