Renyuan Xu

Recent advances in reinforcement learning in finance

Ben Hambly, Renyuan Xu, Huining Yang · Mathematical Finance · 2023 · 155 citations · Full text

Financial Analytics, Engineering, Machine Learning +15

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

DeepSeek-AI, Xiao Guo Bi, Deli Chen et al. · arXiv (Cornell University) · 2024 · 77 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +19

Recent Advances in Reinforcement Learning in Finance

Ben Hambly, Renyuan Xu, Huining Yang · SSRN Electronic Journal · 2021 · 61 citations · Full text

Policy Gradient Methods for the Noisy Linear Quadratic Regulator over a Finite Horizon

Ben Hambly, Renyuan Xu, Huining Yang · SIAM Journal on Control and Optimization · 2021 · 47 citations

Numerical Analysis, Active Subscription, Engineering +17

Entropy Regularization for Mean Field Games with Learning

Xin Guo, Renyuan Xu, Thaleia Zariphopoulou · Mathematics of Operations Research · 2022 · 45 citations

Engineering, Machine Learning, Entropy Regularization +12