Introduction to Multi-Agent Modified Q-Learning Routing for Computer Networks. - Radoslaw Rudek; Leszek Koszalka; Iwona Pozniak-Koszalka (AICT/SAPIR/ELETE, 2005)

An Idea of Using Reinforcement Learning in Adaptive Control Systems. - Leszek Koszalka; Radoslaw Rudek; Iwona Pozniak-Koszalka (ICN/ICONS/MCL, 2006)

The learning effect: Getting to the core of the problem. - Adam Janiak; Radoslaw Rudek (Inf. Process. Lett., 2007)

A new approach to the learning effect: Beyond the learning curve restrictions. - Adam Janiak; Radoslaw Rudek (Comput. Oper. Res., 2008)

Complexity results for single-machine scheduling with positional learning effects. - Adam Janiak; Radoslaw Rudek (J. Oper. Res. Soc., 2008)

On Scheduling Problems with an Intelligent Use of the Learning Effect. - Adam Janiak; Radoslaw Rudek; Wladyslaw A. Janiak (ACIIDS, 2009)

Solution algorithms for the makespan minimization problem with the general learning model. - Adam Janiak; Wladyslaw A. Janiak; Radoslaw Rudek; Agnieszka Wielgus (Comput. Ind. Eng., 2009)

Experience-Based Approach to Scheduling Problems With the Learning Effect. - Adam Janiak; Radoslaw Rudek (IEEE Trans. Syst. Man Cybern. Part A, 2009)

Scheduling jobs under an aging effect. - Adam Janiak; Radoslaw Rudek (J. Oper. Res. Soc., 2010)

Parallel computation approach to solve total cost minimization scheduling problem. - Radoslaw Rudek; Agnieszka Rudek; Tomasz Czyz (MMAR, 2011)

An optimal sequence of tasks for autonomous learning systems. - Radoslaw Rudek; Agnieszka Rudek; Piotr Skworcow (MMAR, 2011)

Computational complexity and solution algorithms for flowshop scheduling problems with the learning effect. - Radoslaw Rudek (Comput. Ind. Eng., 2011)

A note on optimization in deteriorating systems using scheduling problems with the aging effect and resource allocation models. - Agnieszka Rudek; Radoslaw Rudek (Comput. Math. Appl., 2011)

A note on the learning effect in multi-agent optimization. - Adam Janiak; Radoslaw Rudek (Expert Syst. Appl., 2011)

An Impact of Model Parameter Uncertainty on Scheduling Algorithms. - Radoslaw Rudek; Agnieszka Rudek; Andrzej Kozik; Piotr Skworcow (ICEIS (1), 2012)

Resource Allocation Problems in Network Processors for the Future Internet. - Andrzej Kozik; Radoslaw Rudek; Pawel Swiatek; Adam Grzech (KES, 2012)

A flowshop scheduling problem with machine deterioration and maintenance activities. - Agnieszka Rudek; Radoslaw Rudek (MMAR, 2012)

The strong NP-hardness of the maximum lateness minimization scheduling problem with the processing-time based aging effect. - Radoslaw Rudek (Appl. Math. Comput., 2012)

Scheduling problems with position dependent job processing times: computational complexity results. - Radoslaw Rudek (Ann. Oper. Res., 2012)

The single processor total weighted completion time scheduling problem with the sum-of-processing-time based learning model. - Radoslaw Rudek (Inf. Sci., 2012)

A note on proving the strong NP-hardness of some scheduling problems with start time dependent job processing times. - Radoslaw Rudek (Optim. Lett., 2012)

Optimization of task processing on parallel processors with learning abilities. - Radoslaw Rudek; Agnieszka Rudek; Andrzej Kozik; Piotr Skworcow (MMAR, 2013)

The computational complexity analysis of the two-processor flowshop problems with position dependent job processing times. - Radoslaw Rudek (Appl. Math. Comput., 2013)

Makespan minimization flowshop with position dependent job processing times - computational complexity and solution algorithms. - Agnieszka Rudek; Radoslaw Rudek (Comput. Oper. Res., 2013)

A fast exact algorithm for the allocation of seats for the EU Parliament. - Janusz Lyko; Radoslaw Rudek (Expert Syst. Appl., 2013)

The solution algorithms for the multiprocessor scheduling with workspan criterion. - Radoslaw Rudek; Agnieszka Rudek; Andrzej Kozik (Expert Syst. Appl., 2013)

A note on proving the strong NP-hardness of a scheduling problem with position dependent job processing times. - Radoslaw Rudek (Optim. Lett., 2013)

Exact and parallel metaheuristic algorithms for the single processor total weighted completion time scheduling problem with the sum-of-processing-time based models. - Radoslaw Rudek (Comput. Oper. Res., 2014)

Computational complexity of the single processor makespan minimization problem with release dates and job-dependent learning. - Radoslaw Rudek (J. Oper. Res. Soc., 2014)

Computational complexity and solution algorithms for a vector sequencing problem. - Radoslaw Rudek (Comput. Ind. Eng., 2016)

Operations research methods in political decisions: a case study on the European Parliament composition. - Janusz Lyko; Radoslaw Rudek (Comput. Math. Organ. Theory, 2017)

Scheduling on parallel processors with varying processing times. - Radoslaw Rudek (Comput. Oper. Res., 2017)

Parallel machine scheduling with general sum of processing time based models. - Radoslaw Rudek (J. Glob. Optim., 2017)

On Ordering a Set of Degressively Proportional Apportionments. - Katarzyna Cegielka; Piotr Dniestrzanski; Janusz Lyko; Arkadiusz Maciuk; Radoslaw Rudek (Trans. Comput. Collect. Intell., 2017)

An approximate/exact objective based search technique for solving general scheduling problems. - Andrzej Kozik; Radoslaw Rudek (Appl. Soft Comput., 2018)

Beyond the Cambridge Compromise algorithm towards degressively proportional allocations. - Katarzyna Cegielka; Janusz Lyko; Radoslaw Rudek (Oper. Res., 2019)

Efficient algorithms for discrete resource allocation problems under degressively proportional constraints. - Radoslaw Rudek; Izabela Heppner (Expert Syst. Appl., 2020)

Heuristic workload scheduling algorithms for rolling stocks with mixed preventive maintenance policies. - Izabela Rudek; Radoslaw Rudek (MMAR, 2021)

A fast neighborhood search scheme for identical parallel machine scheduling problems under general learning curves. - Radoslaw Rudek (Appl. Soft Comput., 2021)

Metaheuristics for scheduling on parallel machines under deteriorating and maintenances. - Tomasz Marchel; Radoslaw Rudek (MMAR, 2022)

A generic optimization framework for scheduling problems under machine deterioration and maintenance activities. - Radoslaw Rudek (Comput. Ind. Eng., 2022)

An Enhancement of Reinforcement Learning by Scheduling with Learning Effects. - Radoslaw Rudek (FedCSIS, 2023)

A neighborhood search relaxation towards railway maintenance optimization. - Radoslaw Rudek (MMAR, 2024)

TEMPORARY REMOVAL: Models and algorithms for the preventive maintenance optimization of railway vehicles. - Radoslaw Rudek; Izabela Rudek (Expert Syst. Appl., 2024)