. ├── ppo.py # Core PPO implementation ├── demonstrations/ # Example implementations │ ├── cartpole_demo.py │ ├── lunar_lander_demo.py │ └── README.md ├── requirements.txt # Project dependencies └── ...

This repository contains an experimental PyTorch implementation exploring the NoProp algorithm, presented in the paper "NOPROP: TRAINING NEURAL NETWORKS WITHOUT BACK-PROPAGATION OR FORWARD-PROPAGATION ...

Abstract: Recently, Nesterov proposed an implementable tensor method for unconstrained convex optimization problems, and showed that the p-th order algorithm converges at a rate of $\mathcal{O}\left( ...

Abstract: In the thickness measurement of reconstituted tobacco by modulated line laser, it is necessary to extract the edge of the modulated line laser to perform the straight line fitting. However, ...