Patrick M. Pilarski

First Steps Towards an Intelligent Laser Welding Architecture Using Deep Neural Networks and Reinforcement Learning

Johannes Günther, Patrick M. Pilarski, Gerhard Helfrich et al. · Procedia Technology · 2014 · 306 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +19

Horde: a scalable real-time architecture for learning knowledge from unsupervised sensorimotor interaction

Richard S. Sutton, Joseph Modayil, Michael Delp et al. · Adaptive Agents and Multi-Agents Systems · 2011 · 297 citations

Artificial Intelligence, Engineering, Machine Learning +16

Model-Free reinforcement learning with continuous action in practice

Thomas Degris, Patrick M. Pilarski, Richard S. Sutton · 2012 · 231 citations

Model-based Learning, Artificial Intelligence, Real-time Learning +13

Intelligent laser welding through representation, prediction, and control learning: An architecture with deep neural networks and reinforcement learning

Johannes Günther, Patrick M. Pilarski, Gerhard Helfrich et al. · Mechatronics · 2015 · 174 citations

Artificial Intelligence, Deep Neural Networks, Engineering +7

Online human training of a myoelectric prosthesis controller via actor-critic reinforcement learning

Patrick M. Pilarski, Michael R. Dawson, Thomas Degris et al. · 2011 · 155 citations

Artificial Intelligence, Engineering, Online Learning +23