Search Results for author: Leonardo Lamanna

Found 3 papers, 1 papers with code

Planning for Learning Object Properties

no code implementations15 Jan 2023 Leonardo Lamanna, Luciano Serafini, Mohamadreza Faridghasemnia, Alessandro Saffiotti, Alessandro Saetti, Alfonso Gerevini, Paolo Traverso

Autonomous agents embedded in a physical environment need the ability to recognize objects and their properties from sensory data.

Object

Online Learning of Reusable Abstract Models for Object Goal Navigation

no code implementations CVPR 2022 Tommaso Campari, Leonardo Lamanna, Paolo Traverso, Luciano Serafini, Lamberto Ballan

In this paper, we present a novel approach to incrementally learn an Abstract Model of an unknown environment, and show how an agent can reuse the learned model for tackling the Object Goal Navigation task.

Image Segmentation Object +1

Online Grounding of Symbolic Planning Domains in Unknown Environments

1 code implementation18 Dec 2021 Leonardo Lamanna, Luciano Serafini, Alessandro Saetti, Alfonso Gerevini, Paolo Traverso

If a robotic agent wants to exploit symbolic planning techniques to achieve some goal, it must be able to properly ground an abstract planning domain in the environment in which it operates.

Object

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