Pawel Koperek

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 11

Top Topics

Control Policies

Stochastic Optimization Problems

Reinforcement Learning

Top Venues

Euro-Par Workshops

Comput. Informatics

Publications

Wlodzimierz Funika, Pawel Koperek, Tomasz Wiewióra
Evolution-by-Coevolution of Neural Networks for Audio Classification. Comput. Informatics 42 (2) (2023)
Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski
Continuous self-adaptation of control policies in automatic cloud management. Concurr. Comput. Pract. Exp. 35 (20) (2023)
Andrzej Malota, Pawel Koperek, Wlodzimierz Funika
Towards Understanding of Deep Reinforcement Learning Agents Used in Cloud Resource Management. ICCS (2) (2023)
Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski
Automated cloud resources provisioning with the use of the proximal policy optimization. J. Supercomput. 79 (6) (2023)
Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski
Continuous Self-adaptation of Control Policies in Automatic Cloud Management. Euro-Par Workshops (2021)
Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski
Management of Heterogeneous Cloud Resources with Use of the PPO. Euro-Par Workshops (2020)
Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski
Automatic Management of Cloud Applications with Use of Proximal Policy Optimization. ICCS (1) (2020)
Wlodzimierz Funika, Pawel Koperek
Evaluating the Use of Policy Gradient Optimization Approach for Automatic Cloud Resource Provisioning. PPAM (1) (2019)
Wlodzimierz Funika, Pawel Koperek
Towards co-evolution of fitness predictors and Deep Neural Networks. CoRR (2018)
Wlodzimierz Funika, Pawel Koperek
Co-evolution of Fitness Predictors and Deep Neural Networks. PPAM (1) (2017)
Wlodzimierz Funika, Pawel Koperek
Scaling Evolutionary Programming with the Use of Apache Spark. Comput. Sci. 17 (1) (2016)
Wlodzimierz Funika, Pawel Koperek
Towards a Scalable Distributed Fitness Evaluation Service. PPAM (1) (2015)
Wlodzimierz Funika, Pawel Koperek
Genetic Programming in Automatic Discovery of Relationships in Computer System Monitoring Data. PPAM (1) (2013)
Pawel Koperek, Wlodzimierz Funika
Dynamic Business Metrics-driven Resource Provisioning in Cloud Environments. PPAM (2) (2011)
Wlodzimierz Funika, Mateusz Kupisz, Pawel Koperek
Towards Autonomic Semantic-Based Management of Distributed Applications. Comput. Sci. 11 (2010)
Wlodzimierz Funika, Denis Caromel, Pawel Koperek, Mateusz Kupisz
Integration of the ProActive Suite and the semantic-oriented monitoring tool SemMon. CoreGRID@Euro-Par (2009)