This repository is a curated list aggregating research papers in deep learning and deep reinforcement learning across multiple years. It organizes resources into sections covering papers, model zoos, pre-trained models, courses, books, tutorials, software, applications, and corpora. The materials are sorted chronologically to surface recent developments first.