Deep Learning with Yacine on MSN

RMSProp optimization from scratch in Python

Understand and implement the RMSProp optimization algorithm in Python. Essential for training deep neural networks ...
IEEE

Improved RRT*-Smart Algorithm for UGV Path Planning in Emergency Rescue Scenarios

Abstract: In emergency rescue scenarios, path planning for UGVs is a mission-critical task. However, many algorithms based on the Rapidly-exploring Random Trees (RRT) often exhibit instability and ...
Deep Learning with Yacine on MSNOpinion

Reduced row echelon form (RREF) in Python – algorithm from scratch

Learn how to implement the Reduced Row Echelon Form (RREF) algorithm from scratch in Python! Step-by-step, we’ll cover the ...
IEEE

ITE-RRT*: Intelligent Path Planning for Autonomous Cars With Intermediary Trees, Triangle Inequality, and Equal Distance Optimization

Abstract: This research introduces a new algorithm that enhances the existing Intermediary RRT*-PSO and Informed RRT*, focusing on enhancing the path’s feasibility by replacing edges around the ...