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start [2020/12/16 14:25]
liyong [Active Automata Learning Background Knowledge]
start [2020/12/16 15:03] (current)
liyong [New Features in ROLL v1.0]
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      * the algorithm in [4] learns a Büchi automaton by combining L<​sup>​*</​sup>​ algorithm [1] and results in [2],      * the algorithm in [4] learns a Büchi automaton by combining L<​sup>​*</​sup>​ algorithm [1] and results in [2],
      * the algorithm in [6] learns the Büchi automata via learning three canonical FDFAs.      * the algorithm in [6] learns the Büchi automata via learning three canonical FDFAs.
-     * the algorithm in [9] learns the limit-deterministic Büchi automata via learning three canonical FDFAs.+     * the algorithm in [10] learns the limit-deterministic Büchi automata via learning three canonical FDFAs.
   ​   ​
 The ROLL library is implemented in JAVA. Its DFA operations are delegated to the [[http://​www.brics.dk/​automaton/​|dk.brics.automaton]] package. We use [[http://​www.languageinclusion.org/​doku.php?​id=tools|RABIT]] tool to check the equivalence of The ROLL library is implemented in JAVA. Its DFA operations are delegated to the [[http://​www.brics.dk/​automaton/​|dk.brics.automaton]] package. We use [[http://​www.languageinclusion.org/​doku.php?​id=tools|RABIT]] tool to check the equivalence of
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 Compared to its previous version, it now supports new features such as: Compared to its previous version, it now supports new features such as:
   * Learning algorithm for limit-deterministic Büchi automata.   * Learning algorithm for limit-deterministic Büchi automata.
-  * [[https://​iscasmc.ios.ac.cn/​roll/​jupyter|Jupyter notebook for ROLL]] (requires ​**websockets** to run correctly).+  * [[https://​iscasmc.ios.ac.cn/​roll/​jupyter|Jupyter notebook for ROLL]] (You can **play with ROLL online** !!!).
   * Interactive mode for educational purpose.   * Interactive mode for educational purpose.
   * Büchi automata complementation based on learning [7].   * Büchi automata complementation based on learning [7].
   * Büchi automata inclusion testing based on word sampling and learning.   * Büchi automata inclusion testing based on word sampling and learning.
-  * PAC-learning for Büchi automata based on Monte-Carlo word sampling (our improved version of [8]).+  * PAC-learning for Büchi automata based on Monte-Carlo word sampling (our improved version ​[9] of [8]).
   * [[http://​adl.github.io/​hoaf/​|Hanoi omega-automata format]]. ​   * [[http://​adl.github.io/​hoaf/​|Hanoi omega-automata format]]. ​
  
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-[10] Yong Li, Yu-Fang Chen, Lijun Zhang, and Depeng Liu. "A Novel Learning Algorithm for Büchi Automata based on Family of DFAs and Classification Trees."​ To appear in I&C. {{ :LDBA.pdf |preprint}} (Added an algorithm to transform an FDFA to a limit-deterministic Büchi automaton)+[10] Yong Li, Yu-Fang Chen, Lijun Zhang, and Depeng Liu. "A Novel Learning Algorithm for Büchi Automata based on Family of DFAs and Classification Trees."​ To appear in I&C. {{ :iandc.pdf |preprint}} (Added an algorithm to transform an FDFA to a limit-deterministic Büchi automaton)
  
  
  
start.1608099905.txt.gz · Last modified: 2020/12/16 14:25 by liyong