2 papers
q-fin.PM2025
Deep Reinforcement Learning for Optimal Asset Allocation Using DDPG with TiDE
Rongwei Liu, Jin Zheng, John Cartlidge
The optimal asset allocation between risky and risk-free assets is a persistent challenge due to the inherent volatility in financial markets. Conventional methods rely on strict d…
cs.CL2024
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
Yangyang Yu, Zhiyuan Yao, Haohang Li +14
Large language models (LLMs) have demonstrated notable potential in conducting complex tasks and are increasingly utilized in various financial applications. However, high-quality…