2 citations · 2 across the 1 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
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…