Making Good on LSTMs' Unfulfilled Promise

no code implementations • 11 Nov 2019 • Daniel Philps, Artur d'Avila Garcez, Tillman Weyde

We examine an alternative called Continual Learning (CL), a memory-augmented approach, which can provide transparent explanations, i. e. which memory did what and when.

Continual Learning Decision Making +5

Continual Learning Augmented Investment Decisions

no code implementations • 6 Dec 2018 • Daniel Philps, Tillman Weyde, Artur d'Avila Garcez, Roy Batchelor

Investment decisions can benefit from incorporating an accumulated knowledge of the past to drive future decision making.

Continual Learning Decision Making +1