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ICML
1996
IEEE
14 years 2 months ago
A Convergent Reinforcement Learning Algorithm in the Continuous Case: The Finite-Element Reinforcement Learning
This paper presents a direct reinforcement learning algorithm, called Finite-Element Reinforcement Learning, in the continuous case, i.e. continuous state-space and time. The eval...
Rémi Munos
ATAL
2007
Springer
14 years 2 months ago
A swarm based approximated algorithm to the extended generalized assignment problem (E-GAP)
This paper addresses distributed task allocation in complex scenarios modeled using the distributed constraint optimization problem (DCOP) formalism. We propose and evaluate a nov...
Paulo Roberto Ferreira Jr., Felipe S. Boffo, Ana L...
GLVLSI
2007
IEEE
141views VLSI» more  GLVLSI 2007»
14 years 2 months ago
A synchronization algorithm for local temporal refinements in perfectly synchronous models with nested feedback loops
he abstract and simple computation and communication mechanism in the synchronous computational model it is easy to simulate synchronous systems and to apply formal verification m...
Tarvo Raudvere, Ingo Sander, Axel Jantsch
AAAI
2008
14 years 13 days ago
Reasoning with Cardinal Directions: An Efficient Algorithm
Direction relations between extended spatial objects are important commonsense knowledge. Recently, Goyal and Egenhofer proposed a formal model, called Cardinal Direction Calculus...
Xiaotong Zhang, Weiming Liu, Sanjiang Li, Mingshen...
IJON
2006
131views more  IJON 2006»
13 years 10 months ago
Optimizing blind source separation with guided genetic algorithms
This paper proposes a novel method for blindly separating unobservable independent component (IC) signals based on the use of a genetic algorithm. It is intended for its applicati...
J. M. Górriz, Carlos García Puntonet...