XCS with dynamic sized experience replay for memory constrained applications

Author:

Surhonne Anmol1ORCID,Wensauer Manuel1ORCID,Maurer Florian1ORCID,Wild Thomas1ORCID,Herkersdorf Andreas1ORCID

Affiliation:

1. Technical University of Munich, Munich, Germany

Funder

Deutsche Forschungsgemeinschaft

Publisher

ACM

Reference17 articles.

1. Greg Brockman, Vicki Cheung, Ludwig Pettersson, Jonas Schneider, John Schulman, Jie Tang, and Wojciech Zaremba. 2016. Openai gym. arXiv preprint arXiv:1606.01540 (2016).

2. Martin V Butz, Tim Kovacs, Pier Luca Lanzi, Stewart W Wilson, et al. 2001. How XCS evolves accurate classifiers. In Proceedings of the Third Genetic and Evolutionary Computation Conference (GECCO-2001). Citeseer, 927--934.

3. Muhammad Iqbal, Will N Browne, and Mengjie Zhang. 2017. Extending xcs with cyclic graphs for scalability on complex boolean problems. Evolutionary computation 25, 2 (2017), 173--204.

4. Katharina Morik and Peter Marwedel. 2023. Machine Learning under Resource Constraints. Number PUBDB-2023-03731. de Gruyter.

5. Theoretical XCS parameter settings of learning accurate classifiers

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