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Sequential asset ranking in nonstationary time series
We create a ranking algorithm, the naive Bayes asset ranker.
The Recurrent Reinforcement Learning Crypto Agent
We demonstrate a novel application of online transfer learning for a digital assets trading agent.
Reinforcement Learning for Systematic FX Trading
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 to a direct, recurrent reinforcement learning agent.
Online Learning with Radial Basis Function Networks
Financial time series are characterised by their nonstationarity and autocorrelation.
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