A multimodal foundation agent for financial trading : Tool-augmented, diversified, and generalist

• Main Authors: ZHANG, Wentao, ZHAO, Lingxuan, XIA, Haochong, SUN, Shuo, SUN, Jiaze, QIN, Molei, LI, Xinyi, ZHAO, Yuqing, ZHAO, Yilei, CAI, Xinyu, ZHENG, Longtao, Xinrun WANG, AN, Bo
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Large Language Models; Quantitative trading; Financial AI agents; Data mining; Machine learning; Electronic commerce; Artificial Intelligence and Robotics; Management Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/9830; https://ink.library.smu.edu.sg/context/sis_research/article/10830/viewcontent/3637528.3671801.pdf
• Institution: Singapore Management University

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 assets. While advanced AI techniques like deep learn...