1 code implementation • 19 Aug 2023 • Liwen Zhang, Weige Cai, Zhaowei Liu, Zhi Yang, Wei Dai, Yujie Liao, Qianru Qin, Yifei Li, Xingyu Liu, Zhiqiang Liu, Zhoufan Zhu, Anbo Wu, Xin Guo, Yun Chen
Our work offers a more comprehensive financial knowledge evaluation benchmark, utilizing data of mock exams and covering a wide range of evaluated LLMs.
1 code implementation • 30 Jul 2023 • Qi Kuang, Zhoufan Zhu, Liwen Zhang, Fan Zhou
Although distributional reinforcement learning (DRL) has been widely examined in the past few years, very few studies investigate the validity of the obtained Q-function estimator in the distributional setting.
Distributional Reinforcement Learning reinforcement-learning
no code implementations • 27 Jan 2023 • Zhoufan Zhu, Ningning Zhang, Ke Zhu
Next, the GRACE method learns the conditional variance, skewness, and kurtosis of stock returns from the learned conditional quantiles by using the quantiled conditional moment (QCM) method.
no code implementations • 14 May 2021 • Fan Zhou, Zhoufan Zhu, Qi Kuang, Liwen Zhang
Although distributional reinforcement learning (DRL) has been widely examined in the past few years, there are two open questions people are still trying to address.