deep reinforcement learning 1financial automation 1high volatility markets 1option trading 1transformer models 1
From the 1 of 2 linked papers with an AI index.
2 papers
q-fin.GN2026
Automated Trading System for Straddle-Option Based on Deep Q-Learning
Yiran Wan, Xinyu Ying, Shengze Xu
The paper presents an automated straddle‑option trading system that combines deep Q‑learning with Transformer‑based attention mechanisms to handle high‑volatility markets, and demo…
cs.AI2025
Retrieval Augmented Generation-Enhanced Distributed LLM Agents for Generalizable Traffic Signal Control with Emergency Vehicles
Xinhang Li, Qing Guo, Junyu Chen +4
With increasing urban traffic complexity, Traffic Signal Control (TSC) is essential for optimizing traffic flow and improving road safety. Large Language Models (LLMs) emerge as pr…