North Penn Now

Machine Learning Using Python: A Complete Learning Path With Practical Projects

Machine learning is an essential component of artificial intelligence. Whether it’s powering recommendation engines, fraud detection systems, self-driving cars, generative AI, or any of the countless ...
IEEE

Code Size Optimization Method based on Reinforcement Learning

Abstract: Reducing code size is critical for software systems with limited storage. The open-source compiler LLVM provides compilation option sequences that generate binaries of varying sizes when ...
GitHub

URI-ISE/MuJuCo-Testing

MuJoCo-Testing is a curated collection of physics simulation examples and robotics models demonstrating key concepts in dynamics, control, and manipulation. This repository serves as both a learning ...
GitHub

Pioneering Perception Policy with Reinforcement Learning

We present Perception-R1, a scalable RL framework using Group Relative Policy Optimization (GRPO) during MLLM post-training. Key innovations: 🎯 Perceptual Perplexity Analysis: We introduce a novel ...
IEEE

Artificial Intelligence in Combat Decision-Making: Weapon Target Assignment via Reinforcement Learning and Graph Neural Networks

Abstract: Selecting targets to attack and assigning weapons are among the most critical decisions on the battlefield. The decision problem is represented as a dynamic weapon-target assignment (DWTA) ...