Francesco Leofante
Francesco Leofante
Imperial College Research Fellow, Imperial College London
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Citata da
Citata da
Automated Verification of Neural Networks: Advances, Challenges and Perspectives
F Leofante, N Narodytska, L Pulina, A Tacchella
arXiv preprint arXiv:1805.09938, 2018
Integrated synthesis and execution of optimal plans for multi-robot systems in logistics
F Leofante, E Ábrahám, T Niemueller, G Lakemeyer, A Tacchella
Information Systems Frontiers 21 (1), 87-107, 2019
ARCH-COMP20 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants
TT Johnson, DM Lopez, P Musau, HD Tran, E Botoeva, F Leofante, ...
EPiC Series in Computing 74, 107-139, 2020
Verification of Neural Networks: Enhancing Scalability through Pruning
D Guidotti, F Leofante, L Pulina, A Tacchella
Proceedings of ECAI'20, 2020
On the Synthesis of Guaranteed-Quality Plans for Robot Fleets in Logistics Scenarios via Optimization Modulo Theories
F Leofante, E Abrahám, T Niemueller, G Lakemeyer, A Tacchella
IEEE International Conference on Information Reuse and Integration 2017 (IRI), 2017
Optimal Planning Modulo Theories
F Leofante, E Giunchiglia, E Abrahám, A Tacchella
Proceedings of IJCAI'20, 4128--4134, 2020
Improving reliability of myocontrol using Formal Verification
D Guidotti, F Leofante, A Tacchella, C Castellini
IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (4 …, 2019
Towards CLIPS-based Task Execution and Monitoring with SMT-based Planning and Optimization
T Niemueller, G Lakemeyer, F Leofante, E Abraham
PlanRob@ICAPS'17, 2017
Repairing learned controllers with convex optimization: a case study
D Guidotti, F Leofante, C Castellini, A Tacchella
Integration of Constraint Programming, Artificial Intelligence, and …, 2019
Learning in physical domains: mating safety requirements and costly sampling
F Leofante, A Tacchella
AI* IA 2016 Advances in Artificial Intelligence: XVth International …, 2016
Smt-based planning for robots in smart factories
A Bit-Monnot, F Leofante, L Pulina, A Tacchella
Advances and Trends in Artificial Intelligence. From Theory to Practice …, 2019
Verification and repair of neural networks: a progress report on convolutional models
D Guidotti, F Leofante, L Pulina, A Tacchella
AI* IA 2019–Advances in Artificial Intelligence: XVIIIth International …, 2019
Task planning with OMT: an application to production logistics
F Leofante, E Ábrahám, A Tacchella
Integrated Formal Methods: 14th International Conference, IFM 2018, Maynooth …, 2018
Guaranteed Plans for Multi-Robot Systems via Optimization Modulo Theories
F Leofante
Proceedings of AAAI'18, 2018
Engineering Controllers for Swarm Robotics via Reachability Analysis in Hybrid Systems
F Leofante, S Schupp, E Abraham, A Tacchella
ECMS International Conference on Modelling and Simulation, 2019
Optimal Multi-robot Task Planning: from Synthesis to Execution (and Back)
F Leofante
Proceedings of IJCAI'18, 2018
Autonomous Driving and Undergraduates: an Affordable Setup for Teaching Robotics
N Arnaldi, C Barone, F Fusco, F Leofante, A Tacchella
Italian Workshop on Artificial Intelligence and Robotics, 2016
Learning with safety requirements: state of the art and open questions
F Leofante, L Pulina, A Tacchella
International Workshop on Experimental Evaluation of Algorithms for Solving …, 2016
Combining static and runtime methods to achieve safe standing-up for humanoid robots
F Leofante, S Vuotto, E Ábrahám, A Tacchella, N Jansen
Leveraging Applications of Formal Methods, Verification and Validation …, 2016
Formal analysis of neural network-based systems in the aircraft domain
P Kouvaros, T Kyono, F Leofante, A Lomuscio, D Margineantu, ...
Formal Methods: 24th International Symposium, FM 2021, Virtual Event …, 2021
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