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COLT
2001
Springer
15 years 11 months ago
On the Synthesis of Strategies Identifying Recursive Functions
A classical learning problem in Inductive Inference consists of identifying each function of a given class of recursive functions from a finite number of its output values. Unifor...
Sandra Zilles
ICML
2010
IEEE
15 years 7 months ago
Exploiting Data-Independence for Fast Belief-Propagation
Maximum a posteriori (MAP) inference in graphical models requires that we maximize the sum of two terms: a data-dependent term, encoding the conditional likelihood of a certain la...
Julian John McAuley, Tibério S. Caetano
ROBOCUP
2007
Springer
99views Robotics» more  ROBOCUP 2007»
16 years 19 days ago
Instance-Based Action Models for Fast Action Planning
Abstract. Two main challenges of robot action planning in real domains are uncertain action effects and dynamic environments. In this paper, an instance-based action model is lear...
Mazda Ahmadi, Peter Stone
PROFES
2004
Springer
15 years 12 months ago
Intelligent Support for Software Release Planning
One of the most prominent issues involved in incremental software development is to decide upon the most appropriate software release plans taking into account all explicit and imp...
Amandeep, Günther Ruhe, Mark Stanford
FLAIRS
2006
15 years 8 months ago
Robot Navigation Using Integrated Retrieval of Behaviors and Routes
RUPART1 is a hybrid robot control system for navigating a real-world, academic building. Hybrid robot control systems provide robust low-level navigation together with strategic p...
Susan Eileen Fox, Peter Anderson-Sprecher