output
20032026
most citedLSTM: A Search Space Odyssey

7.1k citations

Showing 2023Show all

14 papers · 1 filter

cs.RO2023★ 15 cited

A Sim-to-Real Deep Learning-based Framework for Autonomous Nano-drone Racing

Lorenzo Lamberti, Elia Cereda, Gabriele Abbate +7

Autonomous drone racing competitions are a proxy to improve unmanned aerial vehicles' perception, planning, and control skills. The recent emergence of autonomous nano-sized drone…

cs.RO2023★ 25 cited

Self-Supervised Prediction of the Intention to Interact with a Service Robot

Gabriele Abbate, Alessandro Giusti, Viktor Schmuck +2

A service robot can provide a smoother interaction experience if it has the ability to proactively detect whether a nearby user intends to interact, in order to adapt its behavior…

eess.SY2023★ 6 cited

Parameter Dependent Robust Control Invariant Sets for LPV Systems with Bounded Parameter Variation Rate

Sampath Kumar Mulagaleti, Manas Mejari, Alberto Bemporad

Real-time measurements of the scheduling parameter of linear parameter-varying (LPV) systems enables the synthesis of robust control invariant (RCI) sets and parameter dependent co…

eess.SY2023★ 17 cited

From system models to class models: An in-context learning paradigm

Marco Forgione, Filippo Pura, Dario Piga

Is it possible to understand the intricacies of a dynamical system not solely from its input/output pattern, but also by observing the behavior of other systems within the same cla…

cs.RO2023★ 9 cited

Predicting human motion intention for pHRI assistive control

Paolo Franceschi, Fabio Bertini, Francesco Braghin +3

This work addresses human intention identification during physical Human-Robot Interaction (pHRI) tasks to include this information in an assistive controller. To this purpose, hum…

cs.RO2023★ 10 cited

Modeling and analysis of pHRI with Differential Game Theory

Paolo Franceschi, Manuel Beschi, Nicola Pedrocchi +1

Applications involving humans and robots working together are spreading nowadays. Alongside, modeling and control techniques that allow physical Human-Robot Interaction (pHRI) are…

math.OC2023

PathWise: a flexible, open-source library for the Resource Constrained Shortest Path

Matteo Salani, Saverio Basso

In this paper, we consider a fundamental and hard combinatorial problem: the Resource Constrained Shortest Path Problem (RCSPP). We describe the implementation of a flexible, open-…

cs.DS2023★ 1 cited

Parameterized Approximation for Robust Clustering in Discrete Geometric Spaces

Fateme Abbasi, Sandip Banerjee, Jarosław Byrka +6

We consider the well-studied Robust -Clustering problem, which generalizes the classic -Median, -Means, and -Center problems. Given a constant , the input…

cs.DS2023★ 1 cited

A Approximation for -Vertex-Connectivity

Miguel Bosch-Calvo, Fabrizio Grandoni, Afrouz Jabal Ameli

The 2-Vertex-Connected Spanning Subgraph problem (2VCSS) is among the most basic NP-hard (Survivable) Network Design problems: we are given an (unweighted) undirected graph . Ou…

cs.CR2023★ 9 cited

Cyber Security aboard Micro Aerial Vehicles: An OpenTitan-based Visual Communication Use Case

Maicol Ciani, Stefano Bonato, Rafail Psiakis +6

Autonomous Micro Aerial Vehicles (MAVs), with a form factor of 10cm in diameter, are an emerging technology thanks to the broad applicability enabled by their onboard intelligence.…

cs.RO2023★ 14 cited

Ultra-low Power Deep Learning-based Monocular Relative Localization Onboard Nano-quadrotors

Stefano Bonato, Stefano Carlo Lambertenghi, Elia Cereda +2

Precise relative localization is a crucial functional block for swarm robotics. This work presents a novel autonomous end-to-end system that addresses the monocular relative locali…

cs.RO2023★ 8 cited

Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs

Elia Cereda, Luca Crupi, Matteo Risso +5

Miniaturized autonomous unmanned aerial vehicles (UAVs) are an emerging and trending topic. With their form factor as big as the palm of one hand, they can reach spots otherwise in…

physics.chem-ph2023★ 25 cited

TimeSOAP: Tracking high-dimensional fluctuations in complex molecular systems via time-variations of SOAP spectra

Cristina Caruso, Annalisa Cardellini, Martina Crippa +2

Many molecular systems and physical phenomena are controlled by local fluctuations and microscopic dynamical rearrangements of the constitutive interacting units that are often dif…

eess.SP2023★ 4 cited

Detecting and Controlling Smart Lights with LiTalk

Jagdeep Singh, Dan Watkinson, Tim Farnham +1

The rapid increase in demand for wireless controlled Smart Lighting has created a need to automate the mapping between the identifiers for individual light sources and their physic…