Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

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Evolutionary shaping algorithms for reinforcement learning.

2012/05/N/ST6/03152

Keywords:

reinforcement learning evolutionary algorithms machine learning computational intelligence,

Descriptors:

  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Poznańska, Wydział Informatyki

woj. wielkopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Marcin Szubert 

Number of co-investigators in the project: 2

Call: PRELUDIUM 3 - announced on 2012-03-15

Amount awarded: 92 300 PLN

Project start date (Y-m-d): 2013-03-12

Project end date (Y-m-d): 2015-03-11

Project duration:: 24 months (the same as in the proposal)

Project status: Project settled

Information in the final report

  • Publication in academic press/journals (2)
  • Articles in post-conference publications (4)
  1. Performance Profile: a Multi-Criteria Performance Evaluation Method for Test-Based Problems
    Authors:
    Wojciech Jaśkowski, Paweł Liskowski, Marcin Szubert, Krzysztof Krawiec
    Academic press:
    International Journal of Applied Mathematics and Computer Science (rok: 2015, ), Wydawca: De Gruyter Open
    Status:
    Submitted
    DOI:
    brak - link to the publication
  2. Difficulty-Based Shaping for Evolutionary Learning in Test-Based Problems
    Authors:
    Marcin Szubert, Wojciech Jaśkowski, Paweł Liskowski, Krzysztof Krawiec
    Academic press:
    Evolutionary Computation Journal (rok: 2015, ), Wydawca: MIT Press
    Status:
    Submitted
    DOI:
    brak - link to the publication
  1. Improving Coevolution by Random Sampling
    Authors:
    Wojciech Jaśkowski, Paweł Liskowski, Marcin Szubert, Krzysztof Krawiec
    Conference:
    Genetic and Evolutionary Computation Conference (GECCO 2013) (rok: 2013, ), Wydawca: ACM
    Data:
    konferencja 06.07.2013 - 10.07.2013
    Status:
    Published
  2. Temporal Difference Learning of N-Tuple Networks for the Game 2048
    Authors:
    Marcin Szubert, Wojciech Jaśkowski
    Conference:
    IEEE Conference on Computational Intelligence and Games (CIG 2014) (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 26.08.2014 - 29.08.2014
    Status:
    Published
  3. Multi-Criteria Comparison of Coevolution and Temporal Difference Learning on Othello
    Authors:
    Wojciech Jaśkowski, Marcin Szubert, Paweł Liskowski
    Conference:
    European Conference on Applications of Evolutionary Computation (EvoApplications 2014) (rok: 2014, ), Wydawca: Springer Berlin Heidelberg
    Data:
    konferencja 23.04.2014 - 25.04.2014
    Status:
    Published
  4. Shaping Fitness Function for Evolutionary Learning of Game Strategies
    Authors:
    Marcin Szubert, Wojciech Jaśkowski, Paweł Liskowski, Krzysztof Krawiec
    Conference:
    Genetic and Evolutionary Computation Conference (GECCO 2013) (rok: 2013, ), Wydawca: ACM
    Data:
    konferencja 06.07.2013 - 10.07.2013
    Status:
    Published
    DOI:
    link to the publication

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