FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models

Autor: Yang, Hongyang, Zhang, Boyu, Wang, Neng, Guo, Cheng, Zhang, Xiaoli, Lin, Likun, Wang, Junlin, Zhou, Tianyu, Guan, Mao, Zhang, Runjia, Wang, Christina Dan

As financial institutions and professionals increasingly incorporate Large Language Models (LLMs) into their workflows, substantial barriers, including proprietary data and specialized knowledge, persist between the finance sector and the AI communit

Externí odkaz: http://arxiv.org/abs/2405.14767

Explainable Deep Reinforcement Learning for Portfolio Management: An Empirical Approach

Autor: Guan, Mao, Liu, Xiao-Yang

Deep reinforcement learning (DRL) has been widely studied in the portfolio management task. However, it is challenging to understand a DRL-based trading strategy because of the black-box nature of deep neural networks. In this paper, we propose an em

Externí odkaz: http://arxiv.org/abs/2111.03995

Reduced nucleus accumbens functional connectivity in reward network and default mode network in patients with recurrent major depressive disorder

Autor: Yu-Dan Ding, Xiao Chen, Zuo-Bing Chen, Le Li, Xue-Ying Li, Francisco Xavier Castellanos, Tong-Jian Bai, Qi-Jing Bo, Jun Cao, Zhi-Kai Chang, Guan-Mao Chen, Ning-Xuan Chen, Wei Chen, Chang Cheng, Yu-Qi Cheng, Xi-Long Cui, Jia Duan, Yi-Ru Fang, Qi-Yong Gong, Zheng-Hua Hou, Lan Hu, Li Kuang, Feng Li, Hui-Xian Li, Kai-Ming Li, Tao Li, Yan-Song Liu, Zhe-Ning Liu, Yi-Cheng Long, Bin Lu, Qing-Hua Luo, Hua-Qing Meng, Dai-Hui Peng, Hai-Tang Qiu, Jiang Qiu, Yue-Di Shen, Yu-Shu Shi, Tian-Mei Si, Yan-Qing Tang, Chuan-Yue Wang, Fei Wang, Kai Wang, Li Wang, Xiang Wang, Ying Wang, Yu-Wei Wang, Xiao-Ping Wu, Xin-Ran Wu, Chun-Ming Xie, Guang-Rong Xie, Hai-Yan Xie, Peng Xie, Xiu-Feng Xu, Hong Yang, Jian Yang, Jia-Shu Yao, Shu-Qiao Yao, Ying-Ying Yin, Yong-Gui Yuan, Yu-Feng Zang, Ai-Xia Zhang, Hong Zhang, Ke-Rang Zhang, Lei Zhang, Zhi-Jun Zhang, Jing-Ping Zhao, Ru-Bai Zhou, Yi-Ting Zhou, Jun-Juan Zhu, Zhi-Chen Zhu, Chao-Jie Zou, Xi-Nian Zuo, Chao-Gan Yan, Wen-Bin Guo

Publikováno v: Translational Psychiatry, Vol 12, Iss 1, Pp 1-9 (2022)

Abstract The nucleus accumbens (NAc) is considered a hub of reward processing and a growing body of evidence has suggested its crucial role in the pathophysiology of major depressive disorder (MDD). However, inconsistent results have been reported by

Externí odkaz: https://doaj.org/article/9d20cf1f719342a0b44bb2e78b8508ff

Disrupted hemispheric connectivity specialization in patients with major depressive disorder: Evidence from the REST-meta-MDD Project

Autor: Ding, Yu-Dan, Yang, Ru, Yan, Chao-Gan, Chen, Xiao, Bai, Tong-Jian, Bo, Qi-Jing, Chen, Guan-Mao, Chen, Ning-Xuan, Chen, Tao-Lin, Chen, Wei, Cheng, Chang, Cheng, Yu-Qi, Cui, Xi-Long, Duan, Jia, Fang, Yi-Ru, Gong, Qi-Yong, Hou, Zheng-Hua, Hu, Lan, Kuang, Li, Li, Feng, Li, Tao, Liu, Yan-Song, Liu, Zhe-Ning, Long, Yi-Cheng, Luo, Qing-Hua, Meng, Hua-Qing, Peng, Dai-Hui, Qiu, Hai-Tang, Qiu, Jiang, Shen, Yue-Di, Shi, Yu-Shu, Tang, Yanqing, Wang, Chuan-Yue, Wang, Fei, Wang, Kai, Wang, Li, Wang, Xiang, Wang, Ying, Wu, Xiao-Ping, Wu, Xin-Ran, Xie, Chun-Ming, Xie, Guang-Rong, Xie, Hai-Yan, Xie, Peng, Xu, Xiu-Feng, Yang, Hong, Yang, Jian, Yao, Jia-Shu, Yao, Shu-Qiao, Yin, Ying-Ying, Yuan, Yong-Gui, Zhang, Ai-Xia, Zhang, Hong, Zhang, Ke-Rang, Zhang, Lei, Zhang, Zhi-Jun, Zhou, Ru-Bai, Zhou, Yi-Ting, Zhu, Jun-Juan, Zou, Chao-Jie, Si, Tian-Mei, Zang, Yu-Feng, Zhao, Jing-Ping, Guo, Wen-Bin

Publikováno v: In Journal of Affective Disorders 1 April 2021 284:217-228

Chemical Constituents of Litsea mollis.

Autor: Wang, Xin-Yi¹ (AUTHOR), Guan, Mao-Ying² (AUTHOR), Li, Mei-Hong³ (AUTHOR), Zhang, Xiao-Li⁴ (AUTHOR) zxl20035@163.com

Publikováno v: Chemistry of Natural Compounds. Jan2023, Vol. 59 Issue 1, p145-148. 4p.