Microsoft Research Lab - Cambridge - Microsoft Research: Publications

Publication

Video-Based Pairwise Comparison: Enabling the Development of Automated Rating of Motor Dysfunction in Multiple Sclerosis

Jessica Burggraaff , Jonas Dorn , Marcus D'Souza , Cecily Morrison, Christian P. Kamm , Peter Kontschieder , Prejaas Tewarie , Saskia Steinheimer , Abigail Sellen, Frank Dahlke , Ludwig Kappos , Bernard Uitdehaag

Archives of Physical Medicine and Rehabilitation | February 2020, Vol 101(2): pp. 234-241

Publication

The BBC micro:bit: from the U.K. to the world

Jonny Austin, Howard Baker, Thomas Ball, James Devine, Joe Finney, Jonathan "Peli" de Halleux, Steve Hodges, Michal Moskal, Gareth Stockdale

Communications of the ACM | February 2020, Vol 63(3)

Project Project Project

Publication

Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck

Maximilian Igl, Kamil Ciosek, Yingzhen Li, Sebastian Tschiatschek, Cheng Zhang, Sam Devlin, Katja Hofmann

Thirty-third Conference on Neural Information Processing Systems (NeurIPS) | December 2019

Project

Publication

Better Exploration with Optimistic Actor-Critic

Kamil Ciosek, Quan Vuong, Robert Loftin, Katja Hofmann

33rd Conference on Neural Information Processing Systems (NeurIPS) | December 2019

Project

Publication

Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning

David Janz, Jiri Hron, Przemysław Mazur, Katja Hofmann, Jose Miguel Hernandez Lobato, Sebastian Tschiatschek

Thirty-third Conference on Neural Information Processing Systems (NeurIPS) | December 2019

Project Project

Publication

Reinforcement Learning: Past, Present, and Future Perspectives

Katja Hofmann

Thirty-third Conference on Neural Information Processing Systems (NeurIPS) | December 2019

Tutorial

Video

Publication

Long Tail Hardware: Turning Device Concepts Into Viable Low Volume Products

Steve Hodges, Nicholas Chen

IEEE Pervasive Computing | December 2019, Vol 18(4): pp. 51-59

Project

Publication

The MineRL Competition on Sample Efficient Reinforcement Learning using Human Priors

William H Guss, Cayden Codel, Katja Hofmann, Brandon Houghton, Noboru Sean Kuno, Stephanie Milani, Sharada Mohanty, Diego Perez Liebana, Ruslan Salakhutdinov, Nicholay Topin, Manuela Veloso, Philip Wang

Thirty-third Conference on Neural Information Processing Systems (NeurIPS) Competition track | December 2019

Project

Publication

Exploring the Potential for Technology to Improve Cystic Fibrosis Care Provision: Patient and Professional Perspectives

Sunil Rodger, Kenton O'Hara

CSCW | November 2019

Publication

Minecraft as AI Playground and Laboratory

Katja Hofmann

Proceedings of the Annual Symposium on Computer-Human Interaction in Play (ChiPlay) | November 2019

Opening keynote (extended abstract)

Project

Microsoft Research Cambridge

Publications