Dario Izzo - RankMe

118 papers A* 3A 11B 7Misc 1Journal 76Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Autonomous Multi-Agent AI Systems for Satellite Mission Design. ICMLT Tomas Navarro, Ana Stroescu, Dario Izzo, Sergio Gálvez Rojas, Francisco López Valverde
2025	J	`jnl`	Comparing Behavioural Cloning and Reinforcement Learning for Spacecraft Guidance and Control Networks. CoRR Harry Holt, Sebastien Origer, Dario Izzo
2025	J	`jnl`	Decentralised self-organisation of pivoting cube ensembles using geometric deep learning. CoRR Nadezhda Dobreva, Emmanuel Blazquez, Jai Grover, Dario Izzo, Yuzhen Qin, Dominik Dold
2025	J	`jnl`	EclipseNETs: Learning Irregular Small Celestial Body Silhouettes. CoRR Giacomo Acciarini, Dario Izzo, Francesco Biscani
2025	J	`jnl`	Energy efficiency analysis of Spiking Neural Networks for space applications. CoRR Paolo Lunghi, Stefano Silvestrini, Dominik Dold, Gabriele Meoni, Alexander Hadjiivanov, Dario Izzo
2025	J	`jnl`	Guidance and Control Neural Network Acceleration using Memristors. CoRR Zacharia Rudge, Dario Izzo, Moritz Fieback, Anteneh Gebregiorgis, Said Hamdioui, Dominik Dold
2025	J	`jnl`	High-order expansion of Neural Ordinary Differential Equations flows. CoRR Dario Izzo, Sebastien Origer, Giacomo Acciarini, Francesco Biscani
2025	J	`jnl`	MasconCube: Fast and Accurate Gravity Modeling with an Explicit Representation. CoRR Pietro Fanti, Dario Izzo
2025	J	`jnl`	Memristor-Based Neural Network Accelerators for Space Applications: Enhancing Performance with Temporal Averaging and SIRENs. CoRR Zacharia Rudge, Dominik Dold, Moritz Fieback, Dario Izzo, Said Hamdioui
2025	J	`jnl`	Probability of collision in nonlinear dynamics by moment propagation. CoRR Théo Verhelst, Giacomo Acciarini, Dario Izzo, Francesco Biscani
2025	J	`jnl`	Simulation of Active Soft Nets for Capture of Space Debris. CoRR Leone Costi, Dario Izzo
2025	J	`jnl`	Vision-Guided Optic Flow Navigation for Small Lunar Missions. CoRR Sean Cowan, Pietro Fanti, Leon B. S. Williams, Chit Hong Yam, Kaneyasu Asakuma, Yuichiro Nada, Dario Izzo
2024	J	`jnl`	Asteroid Mining: ACT&Friends' Results for the GTOC 12 Problem. CoRR Dario Izzo, Marcus Märtens, Laurent Beauregard, Max Bannach, Giacomo Acciarini, Emmanuel Blazquez, Alexander Hadjiivanov, Jai Grover, Gernot Heißel, Yuri Shimane, Chit Hong Yam
2024	J	`jnl`	Certifying Guidance & Control Networks: Uncertainty Propagation to an Event Manifold. CoRR Sebastien Origer, Dario Izzo, Giacomo Acciarini, Francesco Biscani, Rita Mastroianni, Max Bannach, Harry Holt
2024	J	`jnl`	Closing the Gap Between SGP4 and High-Precision Propagation via Differentiable Programming. CoRR Giacomo Acciarini, Atilim Günes Baydin, Dario Izzo
2024	J	`jnl`	Closing the gap: Optimizing Guidance and Control Networks through Neural ODEs. CoRR Sebastien Origer, Dario Izzo
2024	J	`jnl`	Computing low-thrust transfers in the asteroid belt, a comparison between astrodynamical manipulations and a machine learning approach. CoRR Giacomo Acciarini, Laurent Beauregard, Dario Izzo
2024	J	`jnl`	Continuous Design and Reprogramming of Totimorphic Structures for Space Applications. CoRR Dominik Dold, Amy Thomas, Nicole Rosi, Jai Grover, Dario Izzo
2024	J	`jnl`	EclipseNETs: a differentiable description of irregular eclipse conditions. CoRR Giacomo Acciarini, Francesco Biscani, Dario Izzo
2024	J	`jnl`	Efficient Polyhedral Gravity Modeling in Modern C++ and Python. J. Open Source Softw. Jonas Schuhmacher, Emmanuel Blazquez, Fabio Alexander Gratl, Dario Izzo, Pablo Gómez
2024	A*	`conf`	End-to-end Reinforcement Learning for Time-Optimal Quadcopter Flight. ICRA Robin Ferede, Christophe De Wagter, Dario Izzo, Guido C. H. E. de Croon
2024	J	`jnl`	End-to-end neural network based optimal quadcopter control. Robotics Auton. Syst. Robin Ferede, Guido de Croon, Christophe De Wagter, Dario Izzo
2024	J	`jnl`	Guidance and Control Networks with Periodic Activation Functions. CoRR Sebastien Origer, Dario Izzo
2024	J	`jnl`	NeuralODEs for VLEO simulations: Introducing thermoNET for Thermosphere Modeling. CoRR Dario Izzo, Giacomo Acciarini, Francesco Biscani
2024	J	`jnl`	Nonlinear Propagation of Non-Gaussian Uncertainties: Theory and Applications to Spacecraft Trajectory Design. CoRR Giacomo Acciarini, Nicola Baresi, David Lloyd, Dario Izzo
2024	J	`jnl`	Optimality principles in spacecraft neural guidance and control. Sci. Robotics Dario Izzo, Emmanuel Blazquez, Robin Ferede, Sebastien Origer, Christophe De Wagter, Guido C. H. E. de Croon
2024	—	`conf`	The Space Optimization Competition: Third Edition. GECCO Companion Max Bannach, Emmanuel Blazquez, Dario Izzo, Giacomo Acciarini, Alexander Hadjiivanov, Gernot Heißel, Rita Mastroianni, Sebastien Origer, Jai Grover, Dominik Dold, Zacharia Rudge
2023	J	`jnl`	An Adaptive Control Strategy for Neural Network based Optimal Quadcopter Controllers. CoRR Robin Ferede, Guido C. H. E. de Croon, Christophe De Wagter, Dario Izzo
2023	J	`jnl`	End-to-end Reinforcement Learning for Time-Optimal Quadcopter Flight. CoRR Robin Ferede, Christophe De Wagter, Dario Izzo, Guido C. H. E. de Croon
2023	J	`jnl`	Guidance & Control Networks for Time-Optimal Quadcopter Flight. CoRR Sebastien Origer, Christophe De Wagter, Robin Ferede, Guido C. H. E. de Croon, Dario Izzo
2023	J	`jnl`	Investigation of the Robustness of Neural Density Fields. CoRR Jonas Schuhmacher, Fabio Alexander Gratl, Dario Izzo, Pablo Gómez
2023	J	`jnl`	On the Generation of a Synthetic Event-Based Vision Dataset for Navigation and Landing. CoRR Loïc J. Azzalini, Emmanuel Blazquez, Alexander Hadjiivanov, Gabriele Meoni, Dario Izzo
2023	J	`jnl`	Optimality Principles in Spacecraft Neural Guidance and Control. CoRR Dario Izzo, Emmanuel Blazquez, Robin Ferede, Sebastien Origer, Christophe De Wagter, Guido C. H. E. de Croon
2023	—	`conf`	Optimization Challenges at the European Space Agency. GECCO Companion Dario Izzo, Manuel López-Ibáñez
2023	J	`jnl`	Small Celestial Body Exploration with CubeSat Swarms. CoRR Emmanuel Blazquez, Dario Izzo, Francesco Biscani, Roger Walker, Franco Perez-Lissi
2023	J	`jnl`	Tracking Particles Ejected From Active Asteroid Bennu With Event-Based Vision. CoRR Loïc J. Azzalini, Dario Izzo
2022	—	`conf`	Globally Optimal Event-Based Divergence Estimation for Ventral Landing. ECCV Workshops (1) Sofia McLeod, Gabriele Meoni, Dario Izzo, Anne Mergy, Daqi Liu, Yasir Latif, Ian D. Reid, Tat-Jun Chin
2022	J	`jnl`	Globally Optimal Event-Based Divergence Estimation for Ventral Landing. CoRR Sofia McLeod, Gabriele Meoni, Dario Izzo, Anne Mergy, Daqi Liu, Yasir Latif, Ian D. Reid, Tat-Jun Chin
2022	J	`jnl`	Neural representation of a time optimal, constant acceleration rendezvous. CoRR Dario Izzo, Sebastien Origer
2022	J	`jnl`	Neuromorphic Computing and Sensing in Space. CoRR Dario Izzo, Alexander Hadjiivanov, Dominik Dold, Gabriele Meoni, Emmanuel Blazquez
2022	—	`conf`	Optimization challenges at the european space agency. GECCO Companion Dario Izzo, Manuel López-Ibáñez
2022	J	`jnl`	Reliable event detection for Taylor methods in astrodynamics. CoRR Francesco Biscani, Dario Izzo
2022	J	`jnl`	Selected Trends in Artificial Intelligence for Space Applications. CoRR Dario Izzo, Gabriele Meoni, Pablo Gómez, Dominik Dold, Alexander Zoechbauer
2022	J	`jnl`	Symbolic Regression for Space Applications: Differentiable Cartesian Genetic Programming Powered by Multi-objective Memetic Algorithms. CoRR Marcus Märtens, Dario Izzo
2022	J	`jnl`	The Fellowship of the Dyson Ring: ACT&Friends' Results and Methods for GTOC 11. CoRR Marcus Märtens, Dario Izzo, Emmanuel Blazquez, Moritz von Looz, Pablo Gómez, Anne Mergy, Giacomo Acciarini, Chit Hong Yam, Javier Hernando Ayuso, Yuri Shimane
2021	—	`conf`	Event-Based Spacecraft Landing Using Time-To-Contact. CVPR Workshops Olaf Sikorski, Dario Izzo, Gabriele Meoni
2021	J	`jnl`	Geodesy of irregular small bodies via neural density fields: geodesyNets. CoRR Dario Izzo, Pablo Gómez
2021	J	`jnl`	On the Stability Analysis of Deep Neural Network Representations of an Optimal State Feedback. IEEE Trans. Aerosp. Electron. Syst. Dario Izzo, Dharmesh Tailor, Thomas Vasileiou
2021	J	`jnl`	Revisiting high-order Taylor methods for astrodynamics and celestial mechanics. CoRR Francesco Biscani, Dario Izzo
2021	J	`jnl`	SPEED+: Next Generation Dataset for Spacecraft Pose Estimation across Domain Gap. CoRR Tae Ha Park, Marcus Märtens, Gurvan Lécuyer, Dario Izzo, Simone D'Amico
2021	—	`conf`	Shadow Neural Radiance Fields for Multi-View Satellite Photogrammetry. CVPR Workshops Dawa Derksen, Dario Izzo
2021	J	`jnl`	Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry. CoRR Dawa Derksen, Dario Izzo
2021	—	`conf`	Spot the GEO Satellites: From Dataset to Kelvins SpotGEO Challenge. CVPR Workshops Bo Chen, Daqi Liu, Tat-Jun Chin, Mark Rutten, Dawa Derksen, Marcus Märtens, Moritz von Looz, Gurvan Lécuyer, Dario Izzo
2021	—	`conf`	Vision-Based Neural Scene Representations for Spacecraft. CVPR Workshops Anne Mergy, Gurvan Lécuyer, Dawa Derksen, Dario Izzo
2021	J	`jnl`	Vision-based Neural Scene Representations for Spacecraft. CoRR Anne Mergy, Gurvan Lécuyer, Dawa Derksen, Dario Izzo
2020	J	`jnl`	A parallel global multiobjective framework for optimization: pagmo. J. Open Source Softw. Francesco Biscani, Dario Izzo
2020	A*	`conf`	Aggressive Online Control of a Quadrotor via Deep Network Representations of Optimality Principles. ICRA Shuo Li, Ekin Öztürk, Christophe De Wagter, Guido C. H. E. de Croon, Dario Izzo
2020	—	`conf`	Learning Dynamic-Objective Policies from a Class of Optimal Trajectories. CDC Christopher Iliffe Sprague, Dario Izzo, Petter Ögren
2020	B	`conf`	MHACO: a Multi-Objective Hypervolume-Based Ant Colony Optimizer for Space Trajectory Optimization. CEC Giacomo Acciarini, Dario Izzo, Erwin Mooij
2020	J	`jnl`	Real-Time Optimal Guidance and Control for Interplanetary Transfers Using Deep Networks. CoRR Dario Izzo, Ekin Öztürk
2020	J	`jnl`	Safe Crossover of Neural Networks Through Neuron Alignment. CoRR Thomas Uriot, Dario Izzo
2020	A	`conf`	Safe crossover of neural networks through neuron alignment. GECCO Thomas Uriot, Dario Izzo
2020	J	`jnl`	Satellite Pose Estimation Challenge: Dataset, Competition Design, and Results. IEEE Trans. Aerosp. Electron. Syst. Mate Kisantal, Sumant Sharma, Tae Ha Park, Dario Izzo, Marcus Märtens, Simone D'Amico
2020	J	`jnl`	Spacecraft Collision Avoidance Challenge: design and results of a machine learning competition. CoRR Thomas Uriot, Dario Izzo, Luís F. Simões, Rasit Abay, Nils Einecke, Sven Rebhan, José A. Martinez-Heras, Francesca Letizia, Jan Siminski, Klaus Merz
2020	J	`jnl`	dcgp: Differentiable Cartesian Genetic Programming made easy. J. Open Source Softw. Dario Izzo, Francesco Biscani
2019	J	`jnl`	Aggressive Online Control of a Quadrotor via Deep Network Representations of Optimality Principles. CoRR Shuo Li, Ekin Öztürk, Christophe De Wagter, Guido C. H. E. de Croon, Dario Izzo
2019	J	`jnl`	Interplanetary Transfers via Deep Representations of the Optimal Policy and/or of the Value Function. CoRR Dario Izzo, Ekin Öztürk, Marcus Märtens
2019	—	`conf`	Interplanetary transfers via deep representations of the optimal policy and/or of the value function. GECCO (Companion) Dario Izzo, Ekin Öztürk, Marcus Märtens
2019	J	`jnl`	Learning a Family of Optimal State Feedback Controllers. CoRR Christopher Iliffe Sprague, Dario Izzo, Petter Ögren
2019	J	`jnl`	Learning the optimal state-feedback via supervised imitation learning. CoRR Dharmesh Tailor, Dario Izzo
2019	J	`jnl`	Neural Network Architecture Search with Differentiable Cartesian Genetic Programming for Regression. CoRR Marcus Märtens, Dario Izzo
2019	—	`conf`	Neural network architecture search with differentiable cartesian genetic programming for regression. GECCO (Companion) Marcus Märtens, Dario Izzo
2019	J	`jnl`	Satellite Pose Estimation Challenge: Dataset, Competition Design and Results. CoRR Mate Kisantal, Sumant Sharma, Tae Ha Park, Dario Izzo, Marcus Märtens, Simone D'Amico
2019	J	`jnl`	Super-Resolution of PROBA-V Images Using Convolutional Neural Networks. CoRR Marcus Märtens, Dario Izzo, Andrej Krzic, Daniël Cox
2018	J	`jnl`	A Survey on Artificial Intelligence Trends in Spacecraft Guidance Dynamics and Control. CoRR Dario Izzo, Marcus Märtens, Binfeng Pan
2018	J	`jnl`	Machine learning and evolutionary techniques in interplanetary trajectory design. CoRR Dario Izzo, Christopher Iliffe Sprague, Dharmesh Tailor
2018	J	`jnl`	On the stability analysis of optimal state feedbacks as represented by deep neural models. CoRR Dario Izzo, Dharmesh Tailor, Thomas Vasileiou
2018	J	`jnl`	Space Debris Removal: Learning to Cooperate and the Price of Anarchy. Frontiers Robotics AI Richard Klíma, Daan Bloembergen, Rahul Savani, Karl Tuyls, Alexander Wittig, Andrei Sapera, Dario Izzo
2017	B	`conf`	Differentiable Genetic Programming. EuroGP Dario Izzo, Francesco Biscani, Alessio Mereta
2017	Misc	`conf`	Machine Learning of Optimal Low-Thrust Transfers Between Near-Earth Objects. HAIS Alessio Mereta, Dario Izzo, Alexander Wittig
2017	B	`conf`	Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO. EvoCOP Luís F. Simões, Dario Izzo, Evert Haasdijk, A. E. Eiben
2017	J	`jnl`	Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO. CoRR Luís F. Simões, Dario Izzo, Evert Haasdijk, A. E. Eiben
2016	J	`jnl`	Differentiable Genetic Programming. CoRR Dario Izzo, Francesco Biscani, Alessio Mereta
2016	—	`conf`	Fast approximators for optimal low-thrust hops between main belt asteroids. SSCI Daniel Hennes, Dario Izzo, Damon Landau
2016	J	`jnl`	GTOC8: Results and Methods of ESA Advanced Concepts Team and JAXA-ISAS. CoRR Dario Izzo, Daniel Hennes, Marcus Märtens, Ingmar Getzner, Krzysztof Nowak, Anna Heffernan, Stefano Campagnola, Chit Hong Yam, Naoya Ozaki, Yoshihide Sugimoto
2016	—	`conf`	Learning the optimal state-feedback using deep networks. SSCI Carlos Sánchez-Sánchez, Dario Izzo, Daniel Hennes
2016	—	`conf`	Optimal orderings of k-subsets for star identification. SSCI Joerg H. Mueller, Carlos Sánchez-Sánchez, Luís F. Simões, Dario Izzo
2016	J	`jnl`	Persistent self-supervised learning principle: from stereo to monocular vision for obstacle avoidance. CoRR Kevin van Hecke, Guido de Croon, Laurens van der Maaten, Daniel Hennes, Dario Izzo
2016	J	`jnl`	Real-time optimal control via Deep Neural Networks: study on landing problems. CoRR Carlos Sánchez-Sánchez, Dario Izzo
2016	A	`conf`	Space Debris Removal: A Game Theoretic Analysis. ECAI Richard Klíma, Daan Bloembergen, Rahul Savani, Karl Tuyls, Daniel Hennes, Dario Izzo
2016	J	`jnl`	Space Debris Removal: A Game Theoretic Analysis. Games Richard Klíma, Daan Bloembergen, Rahul Savani, Karl Tuyls, Daniel Hennes, Dario Izzo
2015	J	`jnl`	Controlling spacecraft landings with constantly and exponentially decreasing time-to-contact. IEEE Trans. Aerosp. Electron. Syst. Guido C. H. E. de Croon, Daniel Alazard, Dario Izzo
2015	A	`conf`	Evolving Solutions to TSP Variants for Active Space Debris Removal. GECCO Dario Izzo, Ingmar Getzner, Daniel Hennes, Luís Felismino Simões
2015	A	`conf`	Injection, Saturation and Feedback in Meta-Heuristic Interactions. GECCO Krzysztof Nowak, Dario Izzo, Daniel Hennes
2015	A*	`conf`	Interplanetary Trajectory Planning with Monte Carlo Tree Search. IJCAI Daniel Hennes, Dario Izzo
2015	A	`conf`	Novelty Search for Soft Robotic Space Exploration. GECCO Georgios Methenitis, Daniel Hennes, Dario Izzo, Arnoud Visser
2014	J	`jnl`	An evolutionary robotics approach for the distributed control of satellite formations. Evol. Intell. Dario Izzo, Luís F. Simões, Guido C. H. E. de Croon
2014	A	`conf`	Empirical Performance of the Approximation of the Least Hypervolume Contributor. PPSN Krzysztof Nowak, Marcus Märtens, Dario Izzo
2014	A	`conf`	Evolutionary Constrained Optimization for a Jupiter Capture. PPSN Jérémie Labroquère, Aurélie Héritier, Annalisa Riccardi, Dario Izzo
2014	A	`conf`	PaDe: A Parallel Algorithm Based on the MOEA/D Framework and the Island Model. PPSN Andrea Mambrini, Dario Izzo
2014	A	`conf`	Self-Adaptive Genotype-Phenotype Maps: Neural Networks as a Meta-Representation. PPSN Luís F. Simões, Dario Izzo, Evert Haasdijk, Ágoston E. Eiben
2013	J	`jnl`	Evolutionary robotics approach to odor source localization. Neurocomputing Guido C. H. E. de Croon, L. M. O'Connor, C. Nicol, Dario Izzo
2013	A	`conf`	Search for a grand tour of the jupiter galilean moons. GECCO Dario Izzo, Luís F. Simões, Marcus Märtens, Guido C. H. E. de Croon, Aurelie Heritier, Chit Hong Yam
2013	A	`conf`	The asynchronous island model and NSGA-II: study of a new migration operator and its performance. GECCO Marcus Märtens, Dario Izzo
2012	—	`ch.`	The Generalized Island Model. Parallel Architectures and Bioinspired Algorithms Dario Izzo, Marek Rucinski, Francesco Biscani
2012	—	`conf`	Tragopogon dubius, Considerations on a Possible Biomimetic Transfer. Living Machines Camilla Pandolfi, Vincent Casseau, Terence Pei Fu, Lionel Jacques, Dario Izzo
2011	J	`jnl`	Evolving Autonomous Mars Rovers. ERCIM News Angelo Cangelosi, Christos Ampatzis, Dario Izzo
2010	J	`jnl`	A Global Optimisation Toolbox for Massively Parallel Engineering Optimisation CoRR Francesco Biscani, Dario Izzo, Chit Hong Yam
2010	B	`conf`	An island-model framework for evolving neuro-controllers for planetary rover control. IJCNN Martin Peniak, Barry Bentley, Davide Marocco, Angelo Cangelosi, Christos Ampatzis, Dario Izzo, Francesco Biscani
2010	B	`conf`	Constrained global optimization of low-thrust interplanetary trajectories. IEEE Congress on Evolutionary Computation Chit Hong Yam, David Di Lorenzo, Dario Izzo
2010	B	`conf`	Implicit retrieval of salient images using Brain Computer Interface. ICIP Ashkan Yazdani, Jean-Marc Vesin, Dario Izzo, Christos Ampatzis, Touradj Ebrahimi
2010	J	`jnl`	On the Impact of the Migration Topology on the Island Model CoRR Marek Rucinski, Dario Izzo, Francesco Biscani
2010	J	`jnl`	On the impact of the migration topology on the Island Model. Parallel Comput. Marek Rucinski, Dario Izzo, Francesco Biscani
2009	—	`conf`	ALife in the Galapagos: Migration Effects on Neuro-Controller Design. ECAL (1) Christos Ampatzis, Dario Izzo, Marek Rucinski, Francesco Biscani
2009	B	`conf`	Parallel global optimisation meta-heuristics using an asynchronous island-model. IEEE Congress on Evolutionary Computation Dario Izzo, Marek Rucinski, Christos Ampatzis
2008	—	`conf`	Lattice Formation in Space for a Swarm of Pico Satellites. ANTS Conference Carlo Pinciroli, Mauro Birattari, Elio Tuci, Marco Dorigo, Marco del Rey Zapatero, Tamás Vinkó, Dario Izzo
2008	—	`conf`	Self-Organizing and Scalable Shape Formation for a Swarm of Pico Satellites. AHS Carlo Pinciroli, Mauro Birattari, Elio Tuci, Marco Dorigo, Marco del Rey Zapatero, Tamás Vinkó, Dario Izzo
2007	J	`jnl`	Search space pruning and global optimisation of multiple gravity assist spacecraft trajectories. J. Glob. Optim. Dario Izzo, Victor M. Becerra, Darren R. Myatt, Slawomir J. Nasuto, J. Mark Bishop