Implemented Policies

On this page, the policies already implemented in RLPortfolio are listed with a brief description and a link to its reference paper.

Policy	Description	Reference
EIIE	Ensemble of Identical Independent Evaluators with convolutional neural networks.	Link
EIIERecurrent	Ensemble of Identical Independent Evaluators with recurrent neural networks.	Link
EI3	Ensemble of Identical Independent Inception. It adds multi-scale temporal feature extraction convolutional neural networks to EIIE.	Link
GPM	Graph Convolution for Portfolio Management. Implements relational graph convolutional networks into EI3.	Link
GPMSimplified	Simplified version of GPM without the multi-scale temporal feature extraction with convolutional neural networks.	Link