I am a postdoc in the Systems Verification and Control and Verification groups, at the University of Oxford. I am interested in formal methods for safe artificial intelligence and symbolic and neuro-symbolic methods for the analysis of software and cyber-physical systems. Here's my CV and here's a picture of me.
Contact
Department of Computer Science, University of Oxford
Wolfson Building, Parks Road, Oxford, OX1 3QD, UK
mirco.giacobbe@cs.ox.ac.uk
Selected Publications
Artificial Intelligence
Verifying Reinforcement Learning up to Infinity. Edoardo Bacci, Mirco Giacobbe, David Parker. IJCAI, 2021. [paper]
Shielding Atari Games with Bounded Prescience. Mirco Giacobbe, Mohammadhosein Hasanbeig, Daniel Kroening, Hjalmar Wijk. AAMAS, 2021. [paper]
How Many Bits Does it Take to Quantize Your Neural Network? Mirco Giacobbe, Thomas A. Henzinger, and Mathias Lechner. TACAS, 2020. [paper]
Cyber-physical Systems
Formal Synthesis of Lyapunov Neural Networks. Alessandro Abate, Daniele Ahmed, Mirco Giacobbe, and Andrea Peruffo. IEEE L-CSS, 2021. [paper]
Continuous-Time Models for System Design and Analysis. Rajeev Alur, Mirco Giacobbe, Thomas A. Henzinger, Kim G. Larsen, Marius Mikucionis. Computing and Software Science, 2019. [paper]
Space-time Interpolants. Goran Frehse, Mirco Giacobbe, and Thomas A. Henzinger. CAV, 2018. [paper]
Counterexample-guided Refinement of Template Polyhedra. Sergiy Bogomolov, Goran Frehse, Mirco Giacobbe, and Thomas A. Henzinger. TACAS, 2017. [paper] [tech. details]
Programming Languages
Learning Probabilistic Termination Proofs. Alessandro Abate, Mirco Giacobbe, and Diptarko Roy. CAV, 2021 [paper]
Neural Termination Analysis. Mirco Giacobbe, Daniel Kroening, and Julian Parsert. arXiv, 2021 [preprint]
Systems Biology
Model checking Gene Regulatory Networks (best paper award). Mirco Giacobbe, Ashutosh Gupta, Calin Č. Guet, Thomas A. Henzinger, Tiago Paixão, and Tatjana Petrov. TACAS, 2015. [artifact] [paper] [extended paper]