31 citations · 31 across the 2 of their papers we have counts for
4 papers
Speech bandwidth extension with WaveNet
Archit Gupta, Brendan Shillingford, Yannis Assael +1
Large-scale mobile communication systems tend to contain legacy transmission channels with narrowband bottlenecks, resulting in characteristic "telephone-quality" audio. While high…
Using deep Q-learning to understand the tax evasion behavior of risk-averse firms
Nikolaos D. Goumagias, Dimitrios Hristu-Varsakelis, Yannis M. Assael
Designing tax policies that are effective in curbing tax evasion and maximize state revenues requires a rigorous understanding of taxpayer behavior. This work explores the problem…
Cortical microcircuits as gated-recurrent neural networks
Rui Ponte Costa, Yannis M. Assael, Brendan Shillingford +2
Cortical circuits exhibit intricate recurrent architectures that are remarkably similar across different brain areas. Such stereotyped structure suggests the existence of common co…
Learning to Communicate with Deep Multi-Agent Reinforcement Learning
Jakob N. Foerster, Yannis M. Assael, Nando de Freitas +1
We consider the problem of multiple agents sensing and acting in environments with the goal of maximising their shared utility. In these environments, agents must learn communicati…