2 papers
q-fin.TR2023
An Ensemble Method of Deep Reinforcement Learning for Automated Cryptocurrency Trading
Shuyang Wang, Diego Klabjan
We propose an ensemble method to improve the generalization performance of trading strategies trained by deep reinforcement learning algorithms in a highly stochastic environment o…
cs.SD2023
HalluAudio: Hallucinating Frequency as Concepts for Few-Shot Audio Classification
Zhongjie Yu, Shuyang Wang, Lin Chen +1
Few-shot audio classification is an emerging topic that attracts more and more attention from the research community. Most existing work ignores the specificity of the form of the…