Milestones in autonomous driving and intelligent vehicles: Survey of surveys

L Chen, Y Li, C Huang, B Li, Y Xing… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Interest in autonomous driving (AD) and intelligent vehicles (IVs) is growing at a rapid pace
due to the convenience, safety, and economic benefits. Although a number of surveys have …

Fairness and Bias in Robot Learning

L Londoño, JV Hurtado, N Hertz… - Proceedings of the …, 2024 - ieeexplore.ieee.org
Machine learning (ML) has significantly enhanced the abilities of robots, enabling them to
perform a wide range of tasks in human environments and adapt to our uncertain real world …

Adaptive Global Power-of-Two Ternary Quantization Algorithm Based on Unfixed Boundary Thresholds

X Sui, Q Lv, C Ke, M Li, M Zhuang, H Yu, Z Tan - Sensors, 2023 - mdpi.com
In the field of edge computing, quantizing convolutional neural networks (CNNs) using
extremely low bit widths can significantly alleviate the associated storage and computational …

Framework of Ensemble Parmeter Adapted Evolutionary Algorithm for Solving Constrained Optimization Problems

D Saha, KM Sallam, S De, AW Mohamed - 2022 - preprints.org
Real-world optimization problems are often governed by one or more constraints. Over the
last few decades, extensive research has been performed in Constrained Optimization …

Tuning path tracking controllers for autonomous cars using reinforcement learning

AV Carrasco, JS Sequeira - PeerJ Computer Science, 2023 - peerj.com
This article proposes an adaptable path tracking control system, based on reinforcement
learning (RL), for autonomous cars. A four-parameter controller shapes the behaviour of the …

CHAGSKODE algorithm for solving real world constrained optimization problems

D Saha, KM Sallam, S De, AW Mohamed - 2022 - preprints.org
Real-world optimization problems are often gov-erned by one or more constraints. Over the
last few decades, extensive research has been performed in Constrained Opti-mization …

Age of Computational AI for Autonomous Vehicles

A Mohanty, U Rahamathunnisa… - Artificial Intelligence …, 2024 - Wiley Online Library
Autonomous vehicles have made a great impact on research and industrial growth over the
past era. The automobile industry is now being revolutionized by self‐driving (or driverless) …

The sciences of data–moving towards a comprehensive systems perspective

V Garcia, C Horn, T Ott - Archives of Data Science, Series …, 2022 - digitalcollection.zhaw.ch
Data science's rapid development in a dynamically growing data environment endows it with
unique characteristics among scientific disciplines, juxtaposing challenges typically …