2025
OPHR: Mastering Volatility Trading with Multi-Agent Deep Reinforcement Learning
NeurIPS 2025poster
Options markets represent one of the most sophisticated segments of the financial ecosystem, with prices that directly reflect market uncertainty. In this paper, we introduce the first reinforcement learning (RL) framework specifically designed for volatility trading through options, focusing on pro…