Pawel Wawrzynski

发表

A Cat-Like Robot Real-Time Learning to Run

Pawel Wawrzynski, P. Wawrzynski, 2009, ICANNGA.

Reinforcement Learning in Quasi-Continuous Time

Andrzej Pacut, Pawel Wawrzynski, P. Wawrzynski, 2005, International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'06).

Robust estimation of walking robots velocity and tilt using proprioceptive sensors data fusion

Pawel Wawrzynski, Jakub Mozaryn, Jan Klimaszewski, 2015, Robotics Auton. Syst..

Fixed point method of step-size estimation for on-line neural network training

Pawel Wawrzynski, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Reinforcement Learning in Fine Time Discretization

Pawel Wawrzynski, 2007, ICANNGA.

Real-time reinforcement learning by sequential Actor-Critics and experience replay

Pawel Wawrzynski, P. Wawrzynski, Pawel Wawrzynski, 2009, Neural Networks.

Automatic hyperparameter tuning in on-line learning: Classic Momentum and ADAM

Pawel Wawrzynski, Pawel Zawistowski, Lukasz Lepak, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

dotRL: A platform for rapid Reinforcement Learning methods development and validation

Pawel Wawrzynski, Bartosz Papis, P. Wawrzynski, 2013, 2013 Federated Conference on Computer Science and Information Systems.

Robust velocity estimation for legged robot using on-board sensors data fusion

Pawel Wawrzynski, Jakub Mozaryn, Jan Klimaszewski, 2013, 2013 18th International Conference on Methods & Models in Automation & Robotics (MMAR).

Numerosity Representation in InfoGAN: An Empirical Study

Alberto Testolin, Marco Zorzi, Pawel Wawrzynski, 2019, IWANN.

Robot's velocity and tilt estimation through computationally efficient fusion of proprioceptive sensors readouts

Pawel Wawrzynski, 2015, 2015 20th International Conference on Methods and Models in Automation and Robotics (MMAR).

Comparison of two efficient control strategies for two-wheeled balancing robot

Pawel Wawrzynski, Michal Majczak, 2015, 2015 20th International Conference on Methods and Models in Automation and Robotics (MMAR).

Autonomous Reinforcement Learning with Experience Replay for Humanoid Gait Optimization

Pawel Wawrzynski, P. Wawrzynski, 2012, INNS-WC.

ASD+M: Automatic parameter tuning in stochastic optimization and on-line learning

Pawel Wawrzynski, Pawel Wawrzynski, 2017, Neural Networks.

Learning population of spiking neural networks with perturbation of conductances

Pawel Wawrzynski, Piotr Suszynski, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Predictive Control for Artificial Intelligence in Computer Games

Pawel Cichosz, Pawel Wawrzynski, Jaroslaw Arabas, 2008, ICAISC.

Machine Learning-Based Predictions of Customers’ Decisions in Car Insurance

Robert M. Nowak, Pawel Wawrzynski, Lukasz Neumann, 2019, Appl. Artif. Intell..

DCT-Conv: Coding filters in convolutional networks with Discrete Cosine Transform

Pawel Wawrzynski, Karol Cheinski, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Reinforcement Learning with Experience Replay for Model-Free Humanoid Walking Optimization

Pawel Wawrzynski, P. Wawrzynski, 2014, Int. J. Humanoid Robotics.

Intensive versus Non-intensive Actor-Critic Reinforcement Learning Algorithms

Andrzej Pacut, Pawel Wawrzynski, A. Pacut, 2004, ICAISC.

Parameter-Free On-line Deep Learning

Pawel Wawrzynski, Pawel Wawrzynski, 2017, AUTOMATION.