Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Qin, Molei"'
High-frequency trading (HFT) that executes algorithmic trading in short time scales, has recently occupied the majority of cryptocurrency market. Besides traditional quantitative trading methods, reinforcement learning (RL) has become another appeali
Externí odkaz:
http://arxiv.org/abs/2406.14537
Autor:
Tan, Weihao, Zhang, Wentao, Xu, Xinrun, Xia, Haochong, Ding, Ziluo, Li, Boyu, Zhou, Bohan, Yue, Junpeng, Jiang, Jiechuan, Li, Yewen, An, Ruyi, Qin, Molei, Zong, Chuqiao, Zheng, Longtao, Wu, Yujie, Chai, Xiaoqiang, Bi, Yifei, Xie, Tianbao, Gu, Pengjie, Li, Xiyun, Zhang, Ceyao, Tian, Long, Wang, Chaojie, Wang, Xinrun, Karlsson, Börje F., An, Bo, Yan, Shuicheng, Lu, Zongqing
Despite the success in specific scenarios, existing foundation agents still struggle to generalize across various virtual scenarios, mainly due to the dramatically different encapsulations of environments with manually designed observation and action
Externí odkaz:
http://arxiv.org/abs/2403.03186
Autor:
Zhang, Wentao, Zhao, Lingxuan, Xia, Haochong, Sun, Shuo, Sun, Jiaze, Qin, Molei, Li, Xinyi, Zhao, Yuqing, Zhao, Yilei, Cai, Xinyu, Zheng, Longtao, Wang, Xinrun, An, Bo
Financial trading is a crucial component of the markets, informed by a multimodal information landscape encompassing news, prices, and Kline charts, and encompasses diverse tasks such as quantitative trading and high-frequency trading with various as
Externí odkaz:
http://arxiv.org/abs/2402.18485
High-frequency trading (HFT) uses computer algorithms to make trading decisions in short time scales (e.g., second-level), which is widely used in the Cryptocurrency (Crypto) market (e.g., Bitcoin). Reinforcement learning (RL) in financial research h
Externí odkaz:
http://arxiv.org/abs/2309.12891
The financial markets, which involve more than $90 trillion market capitals, attract the attention of innumerable investors around the world. Recently, reinforcement learning in financial markets (FinRL) has emerged as a promising direction to train
Externí odkaz:
http://arxiv.org/abs/2302.00586