Toward Formal Models and Languages for Verifiable Multi-Robot Systems

@article{Nicola2018TowardFM,
  title={Toward Formal Models and Languages for Verifiable Multi-Robot Systems},
  author={Rocco De Nicola and Luca Di Stefano and Omar Inverso},
  journal={Frontiers in Robotics and AI},
  year={2018},
  volume={5}
}
Incorrect operation of a multi-robot system (MRS) may not only lead to unsatisfactory results, but it can also cause economic losses and jeopardize safety. These risks may not always be evident, since they may arise as unforeseen consequences of interactions between different components of the system. Thus, tools and techniques that can help in providing guarantees about the behavior of MRSs are on demand; whenever possible, these guarantees should be backed up by formal proofs complementing… 

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References

SHOWING 1-10 OF 138 REFERENCES

MASL: a Language for Multi-Agent System

TLDR
This chapter proposes to mix several paradigms of computation to offer a high-level point of view to the programmer into a new language, namely MASL for Multi-Agent System Language.

Optimality and Robustness in Multi-Robot Path Planning with Temporal Logic Constraints

TLDR
A method for automatic planning of optimal paths for a group of robots that satisfy a common high-level mission specification and leverages the communication capabilities of the robots to guarantee correctness during deployment and provide bounds on the deviation from the optimal values.

Parameterised verification for multi-agent systems

Multiple robot programming using a concurrent logic language

TLDR
This paper establishes that a concurrent logic programming approach is a step towards achieving a multi-robot knowledgeable task programming and demonstrates the FCP dialect of concurrent Prolog, which is demonstrated, demonstrated, and analyzed.

DRONA: A Framework for Safe Distributed Mobile Robotics

TLDR
This paper presents a novel and provably correct decentralized asynchronous motion planner that can perform on-the-fly collision-free planning for dynamically generated tasks and formalizes the DMR system as a mixed-synchronous system.

Protoswarm: a language for programming multi-robot systems using the amorphous medium abstraction

TLDR
This work offers an alternate approach whereby the programmer controls a single virtual spatial computer which fills the environment space, and abstracts the actual computational hardware behind the spatial computer interface, and allows the programmer to focus on a single model of global computation.

MCMAS: A Model Checker for the Verification of Multi-Agent Systems

While temporal logic in its various forms has proven essential to reason about reactive systems, agent-based scenarios are typically specified by considering high-level agents attitudes. In

A modelling language for cooperative plans in highly dynamic domains

A Survey of Programming Languages and Platforms for Multi-Agent Systems

away from the underlying programming language in favour of using graphical means of programming, such as wizards and statecharts. Platforms. Closed frameworks such as DESIRE, strongly based on a

A Survey of Programming Languages and Platforms for Multi-Agent Systems

away from the underlying programming language in favour of using graphical means of programming, such as wizards and statecharts. Platforms. Closed frameworks such as DESIRE, strongly based on a
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