3 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.NE2024
Cartesian Genetic Programming Approach for Designing Convolutional Neural Networks
Maciej Krzywda, Szymon Łukasik, Amir Gandomi H
The present study covers an approach to neural architecture search (NAS) using Cartesian genetic programming (CGP) for the design and optimization of Convolutional Neural Networks…
cs.DM2024
Task scheduling for autonomous vehicles in the Martian environment
Wojciech Burzyński, Mariusz Kaleta
In the paper, we introduced a novel variant of Electric VRP/TSP, the Solar Powered Rover Routing Problem (SPRRP), to tackle the routing of energy-constrained autonomous electric ve…
cs.LG2024★ 3 cited
Mitigating Dimensionality in 2D Rectangle Packing Problem under Reinforcement Learning Schema
Waldemar Kołodziejczyk, Mariusz Kaleta
This paper explores the application of Reinforcement Learning (RL) to the two-dimensional rectangular packing problem. We propose a reduced representation of the state and action s…