d3rlpy

RL4CAD: Personalized Decision Making for Coronary Artery Disease Treatment using Offline Reinforcement Learning

该地铁跑酷强化学习项目将原游戏封装到一个自定义的 Gymnasium 环境中。该环境通过mss进行实时屏幕捕获，使用 EasyOCR 进行数字识别来提取里程、金币和游戏结束信号，并通过pyautogui模拟鼠标滑动来控制角色。

Offline Reinforcement Learning for warehouse inventory replenishment using CQL, Gymnasium, PyTorch, and MLflow with a lightweight supply-chain digital twin simulator.

Convert MIMIC-IV EHR data into offline reinforcement learning datasets for healthcare research.

End-to-end machine learning and reinforcement learning project for optimizing loan approval policies in a financial setting. Combines supervised deep learning (MLP) and offline reinforcement learning (CQL) to maximize profit and minimize risk using LendingClub Loan Data.

A comprehensive project exploring the transition from Supervised Deep Learning to Offline Reinforcement Learning for optimizing loan approval policies.