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» Abstracting Reusable Cases from Reinforcement Learning
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135
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ER
2000
Springer
126views Database» more  ER 2000»
15 years 7 months ago
Tool Support for Reuse of Analysis Patterns - A Case Study
: The size and complexity of modern information systems together with requirements for short development time increase the demands for reuse of already existing solutions. The idea...
Petia Wohed
111
Voted
IRI
2003
IEEE
15 years 8 months ago
Generalizing Interface Design Knowledge: Lessons Learned from Developing a Claims Library
The experience of preparing interface design knowledge to be reusable allows reflection on the process, potential, and general challenges of effectively and efficiently using this...
Catherine Payne, C. F. Allgood, Christa M. Chewar,...
138
Voted
JCP
2008
139views more  JCP 2008»
15 years 3 months ago
Agent Learning in Relational Domains based on Logical MDPs with Negation
In this paper, we propose a model named Logical Markov Decision Processes with Negation for Relational Reinforcement Learning for applying Reinforcement Learning algorithms on the ...
Song Zhiwei, Chen Xiaoping, Cong Shuang
120
Voted
ICANN
2010
Springer
15 years 4 months ago
Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration
Abstract. In this paper we present a Reinforcement Learning (RL) approach with the capability to train neural adaptive controllers for complex control problems without expensive on...
Frank-Florian Steege, André Hartmann, Erik ...
146
Voted
ALT
2006
Springer
16 years 12 days ago
Probabilistic Generalization of Simple Grammars and Its Application to Reinforcement Learning
Abstract. Recently, some non-regular subclasses of context-free grammars have been found to be efficiently learnable from positive data. In order to use these efficient algorithms ...
Takeshi Shibata, Ryo Yoshinaka, Takashi Chikayama