no code implementations • 11 Mar 2021 • Jonathan Y. Huang, Wee Han Lim, Ross C. C. Leon, Chih Hwan Yang, Fay E. Hudson, Christopher C. Escott, Andre Saraiva, Andrew S. Dzurak, Arne Laucht
Recent studies of silicon spin qubits at temperatures above 1 K are encouraging demonstrations that the cooling requirements for solid-state quantum computing can be considerably relaxed.
Mesoscale and Nanoscale Physics Quantum Physics
no code implementations • 17 Jul 2020 • Antonia Creswell, Kyriacos Nikiforou, Oriol Vinyals, Andre Saraiva, Rishabh Kabra, Loic Matthey, Chris Burgess, Malcolm Reynolds, Richard Tanburn, Marta Garnelo, Murray Shanahan
Recently developed deep learning models are able to learn to segment scenes into component objects without supervision.
2 code implementations • ICLR 2020 • Ian Osband, Yotam Doron, Matteo Hessel, John Aslanides, Eren Sezener, Andre Saraiva, Katrina McKinney, Tor Lattimore, Csaba Szepesvari, Satinder Singh, Benjamin Van Roy, Richard Sutton, David Silver, Hado van Hasselt
bsuite is a collection of carefully-designed experiments that investigate core capabilities of reinforcement learning (RL) agents with two objectives.
no code implementations • ICLR 2020 • Sunny Duan, Loic Matthey, Andre Saraiva, Nicholas Watters, Christopher P. Burgess, Alexander Lerchner, Irina Higgins
Disentangled representations have recently been shown to improve fairness, data efficiency and generalisation in simple supervised and reinforcement learning tasks.