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Marcello Chiaberge

4 accepted papers

2024

Adaptive Social Force Window Planner with Reinforcement Learning

IROS 2024poster

Human-aware navigation is a complex task for mobile robots, requiring an autonomous navigation system capable of achieving efficient path planning together with socially compliant behaviors. Social planners usually add costs or constraints to the objective function, leading to intricate tuning proce…

Cited by 3SourceScholar
2021

Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows

IROS 2021poster

Precision agriculture is a fast-growing field that aims at introducing affordable and effective automation into agricultural processes. Nowadays, algorithmic solutions for navigation in vineyards require expensive sensors and high computational workloads that preclude large-scale applicability of au…

Cited by 38SourcecodeScholar