{"total":14,"rows":[{"id":"2112.04553","title":"Recent Advances in Reinforcement Learning in Finance","created":"2021-12-08","cited_by_count":110,"area":null},{"id":"2303.15216","title":"Robust Risk-Aware Option Hedging","created":"2023-03-27","cited_by_count":9,"area":null},{"id":"2303.00859","title":"FuNVol: A Multi-Asset Implied Volatility Market Simulator using Functional Principal Components and Neural SDEs","created":"2023-03-01","cited_by_count":6,"area":null},{"id":"2206.06109","title":"Markov Decision Processes under Model Uncertainty","created":"2022-06-13","cited_by_count":3,"area":null},{"id":"2407.21138","title":"Enhancing Deep Hedging of Options with Implied Volatility Surface Feedback Information","created":"2024-07-30","cited_by_count":2,"area":null},{"id":"2508.14757","title":"Distributional Adversarial Attacks and Training in Deep Hedging","created":"2025-08-20","cited_by_count":2,"area":null},{"id":"2310.04336","title":"Applying Reinforcement Learning to Option Pricing and Hedging","created":"2023-10-06","cited_by_count":1,"area":null},{"id":"2407.19367","title":"Enhancing Black-Scholes Delta Hedging via Deep Learning","created":"2024-07-28","cited_by_count":1,"area":null},{"id":"2510.01874","title":"Deep Hedging Under Non-Convexity: Limitations and a Case for AlphaZero","created":"2025-10-02","cited_by_count":1,"area":null},{"id":"2208.03318","title":"Delta Hedging Liquidity Positions on Automated Market Makers","created":"2022-08-04","cited_by_count":0,"area":null},{"id":"2307.09844","title":"Reinforcement Learning for Credit Index Option Hedging","created":"2023-07-19","cited_by_count":0,"area":null},{"id":"2502.17757","title":"Robust and Efficient Deep Hedging via Linearized Objective Neural Network","created":"2025-02-25","cited_by_count":0,"area":null},{"id":"2510.16938","title":"A Topological Approach to Parameterizing Deep Hedging Networks","created":"2025-10-19","cited_by_count":0,"area":null},{"id":"2607.14361","title":"NeuralChaos: Optimal Adapted Approximation of Square Integrable Predictable Processes","created":"2026-07-15","cited_by_count":0,"area":null}],"next_cursor":null}