Tag: Artificial Intelligence & Machine Learning

Description: Topics involving deep learning, machine learning, and intelligent systems applied in robotics and automation.

Projects (5)

2023

Visual Control Applied To Autonomous Vehicle

Control a vehicle using only camera images by linking lane features to vehicle speed and orientation.

01 February 2023

Autonomous VehicleAI & MLControl & OptimizationRobotics & AutonomySensing & Perception

2022

Human Driving Behavior Prediction

Prediction of short-term human driving behavior using previous vehicle states, based on a deep learning model integrating multiple sensors.

10 March 2022

AI & MLRobotics & AutonomyROSSensing & Perception

Lane Detection

Lane detection from camera images using a deep-learning autoencoder.

10 January 2022

Autonomous VehicleAI & MLRobotics & AutonomyROSSensing & Perception

2020

Leg Detection Using a 2D LiDAR

Leg detection using an LSTM classifier on spatial LiDAR sequences.

10 December 2020

AI & MLCore TechnologiesROSSensing & Perception

A Lightweight Multi-Agent System Library

A lightweight Python library to build and simulate multi-agent systems with agents, environments, and message-passing networks.

07 September 2020

AI & MLMulti-Agent & Distributed Systems

Articles (4)

2024

Thesis: Shared navigation in a cybernetic multi-agent autonomous system

28 March 2024

AI & MLAutonomous VehicleContext Awareness & Decision MakingMulti-Agent & Distributed SystemsPlanning & NavigationRobotics & Autonomy

2023

2022

Prediction of human driving behavior using deep learning: a recurrent learning structure

01 January 2022

Autonomous VehicleAI & MLRobotics & AutonomyROSSensing & Perception

2021