Patrick M. Pilarski
Publications by Year
Research Areas
Muscle activation and electromyography studies, Neuroscience and Neural Engineering, EEG and Brain-Computer Interfaces, Reinforcement Learning in Robotics, Prosthetics and Rehabilitation Robotics
Most-Cited Works
- → First Steps Towards an Intelligent Laser Welding Architecture Using Deep Neural Networks and Reinforcement Learning(2014)306 cited
- → Horde: a scalable real-time architecture for learning knowledge from unsupervised sensorimotor interaction(2011)297 cited
- → Model-Free reinforcement learning with continuous action in practice(2012)231 cited
- → Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography(2014)211 cited
- → Intelligent laser welding through representation, prediction, and control learning: An architecture with deep neural networks and reinforcement learning(2015)174 cited
- → Online human training of a myoelectric prosthesis controller via actor-critic reinforcement learning(2011)155 cited
- → A Genome-Wide Aberrant RNA Splicing in Patients with Acute Myeloid Leukemia Identifies Novel Potential Disease Markers and Therapeutic Targets(2013)105 cited
- → Small volume PCR in PDMS biochips with integrated fluid control and vapour barrier(2005)100 cited
- → Characterization of normative hand movements during two functional upper limb tasks(2018)67 cited
- → Adaptive artificial limbs: a real-time approach to prediction and anticipation(2013)64 cited