Rong Gu is a Doctoral Student at Mälardalen University since April 2017.
- Master of Engineer in Software Engineering School, Xi'an Jiaotong University, China, 2010-2013
- Bachelor in Software Engineering School, Xi'an Jiaotong University, China, 2006-2010
Rong had been working as an embedded system engineer in a top avionic institute in China from 2013 - 2017. His work covers the embedded software development of the safety-critical systems deployed in aircrafts, trains, etc, as well as tools for system simulation, testing, and demonstration. He has a rich experience of model-based software engineering and the relevant methods and tools, e.g., SysML, AADL, Simulink, etc.
Since 2017, Rong started his PhD study in MDH. His research is about embedded system design, verification, and validation using formal methods. He is working in the DPAC project group with close cooperation with Volvo Construction Equipment. Currently, his work focuses on applying formal methods to the modelling and verification of autonomous vehicles, which enables finding potential design errors in the early time of development. His research interest is listed but not limited as follows:
- Formal modelling and verification of embedded systems
- Verification of hybrid models
- Formal specification of requirements
- Reinforcement learning
- Controller synthesis of linear and nonlinear hybrid systems
Rong is actively involved in supervising postgraduate students' thesis and teaching the following courses:
- DAV231: Development of Web Application
- DVA218: Data Communication
- DVA468: Catching Bugs by Formal Verification
He has supervised the following Master thesis:
- Safety-Guaranteed Mission Planner for Autonomous Vehicles (2020)
In an attempt to increase productivity and the workers’ safety, the construction industry is moving towards autonomous construction sites, where various construction equipment operates without human intervention. Such systems are safety-critical and should operate autonomously with very high dependability. On one hand, my research mainly focuses on applying formal verification in the development of autonomous systems, which benefits to find design errors that are difficult to be discovered or reappeared. On the other hand, this research also aims to provide advanced methods and tools to synthesize path and mission plans for multiple autonomous vehicles operating in a closed environment. Those plans can also be simulated and analyzed by using our tools so that the planning conflicts and errors are not delayed to be discovered in practical prototypes or products.
The introduction video of our tool called Timed-Automata-based planner for Multiple Autonomous Agents (TAMAA) is on this webpage: click here. TAMAA is connected to a GUI called Mission Management Tool (MMT) designed by Afshin Ameri and Baran Çürüklü.
- September 2020 - I have participated in the 25th International Conference on Formal Methods for Industrial Critical Systems (FMICS 2020) and given a presentation about our paper: Verifiable and Scalable Mission-Plan Synthesis for Multiple Autonomous Agents. This paper has honourably won the Best-paper Award. The presentation is available online (click here).
- June 2020 - I have attended the 14th Summer School on Modelling and Verification of Parallel Processes (MOVEP) and given a presentation about my research: Controller Synthesis and Verification for Multi-Agent Systems.
- April 2020 - I have participated in the 35th ACM/SIGAPP Symposium On Applied Computing (SAC 2020) and given a presentation about our paper: TAMAA: UPPAAL-based Mission Planning for Autonomous Agents. The presentation is available online (click here).
- November 7, 2019 - I have given a presentation about our research and tool (TAMAA) in the VCE/MDH Partnership Celebration, Eskilstuna, Sweden.
- June 10, 2019 - I have attended the 2019 Summer School on Cyber-Physical Systems in KTH, Stockholm, Sweden.
- May 9, 2019 - I have given a presentation at the 11th Annual NASA Formal Methods Symposium (NFM 2019) in Houston, USA - Towards a Two-layer Framework for Verifying Autonomous Vehicles.
- April 22, 2019 - I have attended the 12th IEEE Conference on Software Testing, Validation and Verification (ICST 2019) in Xi'an, China.
- Feb 14, 2019 - I have given a presentation at the workshop: Formal Verification - Secure SW Functions for Operating Autonomous Machine with Humans in VOLVO Construction Equipment.
- Aug 13, 2018 - I have attended the Marktoberdorf Summer School 2018.
- Jun 2, 2018 - I have given a presentation at the 6th FormaliSE 2018 (International Conference on Formal Methods in Software Engineering) about our paper: Formal Verification of an Autonomous Wheel Loader using Model Checking.
- Apr 25, 2018 - I have given a presentation about the formal verification of autonomous vehicles at DPAC summit 2018.
- Apr 9 - 13, 2018 - I have participated in the 11th ICST as a volunteer.
[Show all publications]
[Google Scholar author page] Latest publications:
Probabilistic Mission Planning and Analysis for Multi-agent Systems
(Oct 2020) Rong Gu, Eduard Paul Enoiu, Cristina Seceleanu, Kristina Lundqvist 9th International Symposium On Leveraging Applications of Formal Methods, Verification and Validation (ISoLA 2020)
Verifiable and Scalable Mission-Plan Synthesis for Multiple Autonomous Agents
(Sep 2020) Rong Gu, Eduard Paul Enoiu, Cristina Seceleanu, Kristina Lundqvist 25TH INTERNATIONAL CONFERENCE ON FORMAL METHODS FOR INDUSTRIAL CRITICAL SYSTEMS (FMICS)
Automatic Model Generation and Scalable Verification for Autonomous Vehicles
(Jun 2020) Rong Gu
Combining Model Checking and Reinforcement Learning for Scalable Mission Planning of Autonomous Agents
(May 2020) Rong Gu, Eduard Paul Enoiu, Cristina Seceleanu, Kristina Lundqvist
DPAC Newsletter Spring 2020
(May 2020) Kristina Lundqvist, Mikael Sjödin, Saad Mubeen, Håkan Forsberg, Mikael Ekström, Cristina Seceleanu, Nandinbaatar Tsog, Jakob Danielsson, Mohammad Loni, Baran Çürüklü, LanAnh Trinh, Afshin Ameri E., Luciana Provenzano, Kaj Hänninen, Susanne Fronnå, Marjan Sirjani, Rong Gu, Masoud Daneshtalab, Sima Sinaei, Joakim Lindén
TAMAA: UPPAAL-based Mission Planning for Autonomous Agents
(Apr 2020) Rong Gu, Eduard Paul Enoiu, Cristina Seceleanu The 35th ACM/SIGAPP Symposium On Applied Computing (SAC2020)