15 citations · 32 across the 9 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
q-fin.ST2020★ 3 cited
Stock2Vec: A Hybrid Deep Learning Framework for Stock Market Prediction with Representation Learning and Temporal Convolutional Network
Xing Wang, Yijun Wang, Bin Weng +1
We have proposed to develop a global hybrid deep learning framework to predict the daily prices in the stock market. With representation learning, we derived an embedding called St…
cs.AI2020★ 1 cited
Reannealing of Decaying Exploration Based On Heuristic Measure in Deep Q-Network
Xing Wang, Alexander Vinel
Existing exploration strategies in reinforcement learning (RL) often either ignore the history or feedback of search, or are complicated to implement. There is also a very limited…
cs.AI2020
Cross Learning in Deep Q-Networks
Xing Wang, Alexander Vinel
In this work, we propose a novel cross Q-learning algorithm, aim at alleviating the well-known overestimation problem in value-based reinforcement learning methods, particularly in…