ACERAC: Efficient Reinforcement Learning in Fine Time Discretization - Jakub Lyskawa; Pawel Wawrzynski (IEEE Trans. Neural Networks Learn. Syst., 2024)

Subgoal Reachability in Goal Conditioned Hierarchical Reinforcement Learning - Michal Bortkiewicz; Jakub Lyskawa; Pawel Wawrzynski; Mateusz Ostaszewski; Artur Grudkowski; Bartlomiej Sobieski; Tomasz Trzcinski (Proceedings of the 16th International Conference on Agents and Artificial Intelligence, ICAART 2024, Volume 1, Rome, Italy, February 24-26, 2024, 2024)

Detecting Out-of-Distribution Objects Using Neuron Activation Patterns - Bartlomiej Olber; Krystian Radlak; Krystian Chachula; Jakub Lyskawa; Piotr Fratczak (ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023), 2023)

Actor-Critic with Variable Time Discretization via Sustained Actions - Jakub Lyskawa; Pawel Wawrzynski (Neural Information Processing - 30th International Conference, ICONIP 2023, Changsha, China, November 20-23, 2023, Proceedings, Part I, 2023)

Detecting Out-of-distribution Objects Using Neuron Activation Patterns - Bartlomiej Olber; Krystian Radlak; Krystian Chachula; Jakub Lyskawa; Piotr Fratczak (CoRR, 2023)

Actor-Critic with variable time discretization via sustained actions - Jakub Lyskawa; Pawel Wawrzynski (CoRR, 2023)

Emergency action termination for immediate reaction in hierarchical reinforcement learning - Michal Bortkiewicz; Jakub Lyskawa; Pawel Wawrzynski; Mateusz Ostaszewski; Artur Grudkowski; Tomasz Trzcinski (CoRR, 2022)

Combating noisy labels in object detection datasets - Krystian Chachula; Adam Popowicz; Jakub Lyskawa; Bartlomiej Olber; Piotr Fratczak; Krystian Radlak (CoRR, 2022)

ACERAC: Efficient reinforcement learning in fine time discretization - Pawel Wawrzynski; Jakub Lyskawa (CoRR, 2021)

A Framework for Reinforcement Learning with Autocorrelated Actions - Marcin Szulc; Jakub Lyskawa; Pawel Wawrzynski (Neural Information Processing - 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 23-27, 2020, Proceedings, Part II, 2020)

A framework for reinforcement learning with autocorrelated actions - Marcin Szulc; Jakub Lyskawa; Pawel Wawrzynski (CoRR, 2020)