paper
A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist
Wentao Zhang, Lingxuan Zhao, Haochong Xia, Shuo Sun, Jiaze Sun
A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist
Wentao Zhang, Lingxuan Zhao, Haochong Xia, Shuo Sun, Jiaze Sun
paper2024-02-28English
algorithmic tradingarxiv
Description
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 learning and reinforcement learning are extensively utilized in finance, their application in financial trading tasks often faces challenges due to inadequate handling of multimodal data and limited genera...
Similar Books
paper
Quantitative mode stability for the wave equation on the Kerr-Newman spacetime
Damon Civin
Quantitative mode stability for the wave equation on the Kerr-Newman spacetime
paper
Risk-Aware Objective-Based Forecasting in Inertia Management
Haipeng Zhang, Ran Li, Yan Chen, Zhongda Chu, Mingyang Sun
Risk-Aware Objective-Based Forecasting in Inertia Management
paper
Chainalysis: Geography of Cryptocurrency 2023
Chainalysis
Chainalysis: Geography of Cryptocurrency 2023
paper
Periodicity in Cryptocurrency Volatility and Liquidity
Peter Reinhard Hansen, Chan Kim, Wade Kimbrough
Periodicity in Cryptocurrency Volatility and Liquidity
paper
Impact of Geometric Uncertainty on the Computation of Abdominal Aortic Aneurysm Wall Strain
Saeideh Sekhavat, Mostafa Jamshidian, Adam Wittek, Karol Miller
Impact of Geometric Uncertainty on the Computation of Abdominal Aortic Aneurysm Wall Strain
paper
Simulation-based Bayesian inference with ameliorative learned summary statistics -- Part I
Getachew K. Befekadu
Simulation-based Bayesian inference with ameliorative learned summary statistics -- Part I