215 citations · 217 across the 2 of their papers we have counts for
2 papers
cs.AI2019★ 2 cited
A* Tree Search for Portfolio Management
Xiaojie Gao, Shikui Tu, Lei Xu
We propose a planning-based method to teach an agent to manage portfolio from scratch. Our approach combines deep reinforcement learning techniques with search techniques like Alph…
cs.LG2018★ 215 cited
Synthesizing Tabular Data using Generative Adversarial Networks
Lei Xu, Kalyan Veeramachaneni
Generative adversarial networks (GANs) implicitly learn the probability distribution of a dataset and can draw samples from the distribution. This paper presents, Tabular GAN (TGAN…