An Ensemble Method of Deep Reinforcement Learning for Automated Cryptocurrency Trading

no code implementations • 27 Jul 2023 • 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 of intraday cryptocurrency portfolio trading.

Model Selection reinforcement-learning

HalluAudio: Hallucinating Frequency as Concepts for Few-Shot Audio Classification

no code implementations • 27 Feb 2023 • Zhongjie Yu, Shuyang Wang, Lin Chen, Zhongwei Cheng

Few-shot audio classification is an emerging topic that attracts more and more attention from the research community.

Audio Classification Few-Shot Audio Classification +1