22 citations · 33 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 22 cited
Exploring Graph Neural Networks for Stock Market Predictions with Rolling Window Analysis
Daiki Matsunaga, Toyotaro Suzumura, Toshihiro Takahashi
Recently, there has been a surge of interest in the use of machine learning to help aid in the accurate predictions of financial markets. Despite the exciting advances in this cros…
cs.AI2019★ 11 cited
Real-time tree search with pessimistic scenarios
Takayuki Osogami, Toshihiro Takahashi
Autonomous agents need to make decisions in a sequential manner, under partially observable environment, and in consideration of how other agents behave. In critical situations, su…