28 citations · 41 across the 3 of their papers we have counts for
3 papers
The Recurrent Reinforcement Learning Crypto Agent
Gabriel Borrageiro, Nick Firoozye, Paolo Barucca
We demonstrate a novel application of online transfer learning for a digital assets trading agent. This agent uses a powerful feature space representation in the form of an echo st…
Reinforcement Learning for Systematic FX Trading
Gabriel Borrageiro, Nick Firoozye, Paolo Barucca
We explore online inductive transfer learning, with a feature representation transfer from a radial basis function network formed of Gaussian mixture model hidden processing units…
Online Learning with Radial Basis Function Networks
Gabriel Borrageiro, Nick Firoozye, Paolo Barucca
Financial time series are characterised by their nonstationarity and autocorrelation. Even if these time series are differenced, technically ensuring their stationarity, they exper…