VR
Victor Rodriguez-Fernandez
cs.LGcs.AIphysics.space-phcs.CVcs.SYeess.SYastro-ph.IMcs.MAcs.ROastro-ph.EP
On Valency
published · living versionsW_zxays5rw·v1 · currentpublished
Proof-Carrying Evolution: Black-Box Search, White-Box Flight
with Amit Jain, Sergio Sanchez-Hurtado, Richard Linares
1 version
Preprints & journals
26 papers in the corpus · 2021–2026Adversarial Reinforcement Learning for Robust Planetary Landing2610.20252v2 · Miguel Leiva-V'elez, Nicolas Gaston-Rozado, Andrea Scorsoglio et al.2026 · 0 citationsarXiv
VISTA: An Attention-Based Multi-Agent Reinforcement Learning Architecture for Space Situational Awareness Sensor Tasking2609.23875v1 · Miguel Leiva-V'elez, Adalberto Claudio Quiros, Nicolas Gaston Rozado et al.2026 · 0 citationsarXiv
DreamSat-Bench: Development and Initial Testing of a Testbed for AI-Based Pose Estimation from 3D Reconstruction2609.14183v1 · Alex Posadas-Nava, August Berne, Giovanni Lavezzi et al.2026 · 0 citationsarXiv
DreamSat-Pose: Spacecraft Pose Estimation from Single-View 3D Reconstructions and Learned 2D-3D Feature Matching2607.13449v2 · Josiane Uwumukiza, Jocelyn Zhao, Giovanni Lavezzi et al.2026 · 0 citationsarXiv
Graph Neural Networks Trained on Null Signal for Angle Reconstruction in X-ray Polarimetry2606.16922v1 · Vittorio Latorre, Victor Rodriguez-Fernandez, Alessandro Di Marco et al.2026 · 0 citationsarXiv
GUIDE: Guided Updates for In-context Decision Evolution in LLM-Driven Spacecraft Operations2603.27306v3 · Alejandro Carrasco, Mariko Storey-Matsutani, Victor Rodriguez-Fernandez et al.2026 · 0 citationsarXiv
Can LLMs Do Rocket Science? Exploring the Limits of Complex Reasoning with GTOC 122602.03630v1 · Inaki del Campo, Pablo Cuervo, Victor Rodriguez-Fernandez et al.2026 · 0 citationsProceedings of the AIAA SciTech 2026 Forum, January 2026
Multi-Phase Spacecraft Trajectory Optimization via Transformer-Based Reinforcement Learning2511.11402v1 · Amit Jain, Victor Rodriguez-Fernandez, Richard Linares2025 · 0 citationsarXiv
DreamSat-2.0: Towards a General Single-View Asteroid 3D Reconstruction2508.01079v1 · Santiago Diaz, Xinghui Hu, Josiane Uwumukiza et al.2025 · 1 citationarXiv
Large Language Models as Autonomous Spacecraft Operators in Kerbal Space Program2505.19896v1 · Alejandro Carrasco, Victor Rodriguez-Fernandez, Richard Linares2025 · 6 citationsarXiv
Decoding Latent Spaces: Assessing the Interpretability of Time Series Foundation Models for Visual Analytics2504.20099v1 · Inmaculada Santamaria-Valenzuela, Victor Rodriguez-Fernandez, Javier Huertas-Tato et al.2025 · 0 citationsarXiv
Fine-Tuned Language Models as Space Systems Controllers2501.16588v1 · Enrico M. Zucchelli, Di Wu, Julia Briden et al.2025 · 2 citationsProceedings of the AAS/AIAA Astrodynamics Specialist Conference, paper number AAS 24-445, Broomfield, CO, August 2024
Visual Language Models as Operator Agents in the Space Domain2501.07802v1 · Alejandro Carrasco, Marco Nedungadi, Enrico M. Zucchelli et al.2025 · 9 citationsarXiv
DreamSat: Towards a General 3D Model for Novel View Synthesis of Space Objects2410.05097v1 · Nidhi Mathihalli, Audrey Wei, Giovanni Lavezzi et al.2024 · 0 citationsarXiv
Fine-tuning LLMs for Autonomous Spacecraft Control: A Case Study Using Kerbal Space Program2408.08676v1 · Alejandro Carrasco, Victor Rodriguez-Fernandez, Richard Linares2024 · 0 citationsarXiv
Exploring Scalability in Large-Scale Time Series in DeepVATS framework2408.04692v1 · Inmaculada Santamaria-Valenzuela, Victor Rodriguez-Fernandez, David Camacho2024 · 0 citationsThe 13th Conference on Information Technology and its Applications, Lecture Notes in Networks and Systems, vol. 937, Springer, Cham, 2024, pp. 244-255
Generative Design of Periodic Orbits in the Restricted Three-Body Problem2408.03691v1 · Alvaro Francisco Gil, Walther Litteri, Victor Rodriguez-Fernandez et al.2024 · 1 citationProceedings of SPAICE 2024, pp. 430-436
Enhancing Solar Driver Forecasting with Multivariate Transformers2406.15847v2 · Sergio Sanchez-Hurtado, Victor Rodriguez-Fernandez, Julia Briden et al.2024 · 0 citationsarXiv
Language Models are Spacecraft Operators2404.00413v1 · Victor Rodriguez-Fernandez, Alejandro Carrasco, Jason Cheng et al.2024 · 2 citationsarXiv
A revision on Multi-Criteria Decision Making methods for Multi-UAV Mission Planning Support2402.18743v1 · Cristian Ramirez-Atencia, Victor Rodriguez-Fernandez, David Camacho2024 · 33 citationsExpert Systems with Applications, Volume 160, 2020, 113708
Towards a Machine Learning-Based Approach to Predict Space Object Density Distributions2401.04212v1 · Victor Rodriguez-Fernandez, Sumiyajav Sarangerel, Peng Mun Siew et al.2024 · 6 citationsarXiv
Self-supervised Machine Learning Based Approach to Orbit Modelling Applied to Space Traffic Management2312.06854v1 · Emma Stevenson, Victor Rodriguez-Fernandez, Hodei Urrutxua et al.2023 · 2 citationsProc. 11th International Association for the Advancement of Space Safety (IAASS 2021) Conf
Transformer-based Atmospheric Density Forecasting2310.16912v1 · Julia Briden, Peng Mun Siew, Victor Rodriguez-Fernandez et al.2023 · 4 citationsarXiv
DeepVATS: Deep Visual Analytics for Time Series2302.03858v2 · Victor Rodriguez-Fernandez, David Montalvo, Francesco Piccialli et al.2023 · 28 citationsKnowledge-Based Systems, 277, 2023, p.110793
Classification of regular and chaotic motions in Hamiltonian systems with deep learning.35115591 · Celletti, Alessandra, Gales, Catalin, Rodriguez-Fernandez, Victor et al.2022 · 25 citationsScientific reports. 2022;12(1):1890
An implementation of the "Guess who?" game using CLIP2112.00599v1 · Arnau Mart'i Sarri, Victor Rodriguez-Fernandez2021 · 0 citationsIntelligent Data Engineering and Automated Learning (IDEAL 2021). Lecture Notes in Computer Science, vol 13113
Career total: 84 works. 26 are in this corpus.
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