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» Planning and defeasible reasoning
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99
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ICRA
2007
IEEE
124views Robotics» more  ICRA 2007»
15 years 7 months ago
Using Constrained Intuitionistic Linear Logic for Hybrid Robotic Planning Problems
— Synthesis of robot behaviors towards nontrivial goals often requires reasoning about both discrete and continuous aspects of the underlying domain. Existing approaches in build...
Uluc Saranli, Frank Pfenning
116
Voted
CONTEXT
2007
Springer
15 years 7 months ago
CAMOU: A Simple Integrated eLearning and Planning Techniques Tool
In this paper we present an educational tool which has been designed to manage (learning) knowledge acquired from the interactions with the students, and to automatically aids educ...
David Camacho, María Dolores Rodrígu...
90
Voted
ILP
2000
Springer
15 years 4 months ago
Using ILP to Improve Planning in Hierarchical Reinforcement Learning
Hierarchical reinforcement learning has been proposed as a solution to the problem of scaling up reinforcement learning. The RLTOPs Hierarchical Reinforcement Learning System is an...
Mark D. Reid, Malcolm R. K. Ryan
RAS
2010
164views more  RAS 2010»
14 years 11 months ago
Towards performing everyday manipulation activities
This article investigates fundamental issues in scaling autonomous personal robots towards open-ended sets of everyday manipulation tasks which involve high complexity and vague j...
Michael Beetz, Dominik Jain, Lorenz Mösenlech...
105
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FLAIRS
2007
15 years 3 months ago
Dynamic DDN Construction for Lightweight Planning Architectures
POMDPs are a popular framework for representing decision making problems that contain uncertainty. The high computational complexity of finding exact solutions to POMDPs has spaw...
William H. Turkett