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Marcello Chiaberge β most-cited papers & profile Β· Computer Vision
β authors
Β·
overview
Marcello Chiaberge
17
papers Β·
140
citations
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Most-cited papers
Position-Agnostic Autonomous Navigation in Vineyards with Deep Reinforcement Learning
2022 Β· 45 citations
Position-Agnostic Autonomous Navigation in Vineyards with Deep Reinforcement Learning
2022 Β· 45 citations
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows
2021 Β· 37 citations
A Deep Learning Driven Algorithmic Pipeline for Autonomous Navigation in Row-Based Crops
2021 Β· 10 citations
RL-DWA Omnidirectional Motion Planning for Person Following in Domestic Assistance and Monitoring
2022 Β· 1 citations
PIC4rl-gym: a ROS2 modular framework for Robots Autonomous Navigation with Deep Reinforcement Learning
2022 Β· 1 citations
Lavender Autonomous Navigation with Semantic Segmentation at the Edge
2023 Β· 1 citations
CAVERS: Multimodal SLAM Data from a Natural Karstic Cave with Ground Truth Motion Capture
2026
Marvin: an Innovative Omni-Directional Robotic Assistant for Domestic Environments
2021
Deep Instance Segmentation and Visual Servoing to Play Jenga with a Cost-Effective Robotic System
2022
Enhancing Navigation Benchmarking and Perception Data Generation for Row-based Crops in Simulation
2023
GPS-free Autonomous Navigation in Cluttered Tree Rows with Deep Semantic Segmentation
2024
Non-linear Model Predictive Control for Multi-task GPS-free Autonomous Navigation in Vineyards
2024
Adaptive Social Force Window Planner with Reinforcement Learning
2024
Physics-Informed Real NVP for Satellite Power System Fault Detection
2024
Topics
Navigation
Perception
Control
Human-Robot Interaction
Multi-Robot
Sim-to-Real
Safe RL
Policy Gradient
Value-Based
Locomotion