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106
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ECAL
2007
Springer
15 years 8 months ago
Measuring Entropy in Embodied Neural Agents with Homeostasic Units: A Link Between Complexity and Cybernetics
Abstract. We present a model of a recurrent neural network with homeostasic units, embodied in a minimalist articulated agent with a single link and joint. The configuration of th...
Jorge Simão
110
Voted
ECML
2007
Springer
15 years 8 months ago
Source Separation with Gaussian Process Models
In this paper we address a method of source separation in the case where sources have certain temporal structures. The key contribution in this paper is to incorporate Gaussian pro...
Sunho Park, Seungjin Choi
122
Voted
GECCO
2007
Springer
191views Optimization» more  GECCO 2007»
15 years 8 months ago
Particle swarm guided evolution strategy
Evolution strategy (ES) and particle swarm optimization (PSO) are two of the most popular research topics for tackling real-parameter optimization problems in evolutionary computa...
Chang-Tai Hsieh, Chih-Ming Chen, Ying-Ping Chen
ICTCS
2007
Springer
15 years 8 months ago
Weak Markovian Bisimilarity: Abstracting from Prioritized/Weighted Internal Immediate Actions
ing from Prioritized/Weighted Internal Immediate Actions Marco Bernardo and Alessandro Aldini Universit`a di Urbino “Carlo Bo” – Italy Markovian process calculi constitute a ...
Marco Bernardo, Alessandro Aldini
112
Voted
IWCLS
2007
Springer
15 years 8 months ago
Revisiting UCS: Description, Fitness Sharing, and Comparison with XCS
Abstract. This paper provides a deep insight into the learning mechanisms of UCS, a learning classifier system (LCS) derived from XCS that works under a supervised learning scheme...
Albert Orriols-Puig, Ester Bernadó-Mansilla