An approach to reachability analysis for feed-forward relu neural networks

A Lomuscio, L Maganti - arxiv preprint arxiv:1706.07351, 2017 - arxiv.org
We study the reachability problem for systems implemented as feed-forward neural networks
whose activation function is implemented via ReLU functions. We draw a correspondence …

[BUKU][B] Programming multi-agent systems in AgentSpeak using Jason

RH Bordini, JF Hübner, M Wooldridge - 2007 - books.google.com
Jason is an Open Source interpreter for an extended version of AgentSpeak–a logic-based
agent-oriented programming language–written in JavaTM. It enables users to build complex …

Environment programming in multi-agent systems: an artifact-based perspective

A Ricci, M Piunti, M Viroli - Autonomous Agents and Multi-Agent Systems, 2011 - Springer
This article introduces the notion of environment programming in software multi-agent
systems (MAS) and describes a concrete computational and programming model based on …

Towards a framework for certification of reliable autonomous systems

M Fisher, V Mascardi, KY Rozier, BH Schlingloff… - Autonomous Agents and …, 2021 - Springer
A computational system is called autonomous if it is able to make its own decisions, or take
its own actions, without human supervision or control. The capability and spread of such …

Verifying autonomous systems

M Fisher, L Dennis, M Webster - Communications of the ACM, 2013 - dl.acm.org
Verifying autonomous systems Page 1 84 commUnications of thE acm | september 2013 | vol.
56 | no. 9 review articles Ill u S tra t Ion b ya lICI ak ub IS ta/ a n D r IJ b or yS a SS o CI a te S …

Environment programming in CArtAgO

A Ricci, M Piunti, M Viroli, A Omicini - Multi-agent programming …, 2009 - Springer
CArtAgO is a platform and infrastructure providing ageneral-purpose programming model for
building shared computational worlds–referred here as work environments–that agents …

Model checking agent programming languages

LA Dennis, M Fisher, MP Webster… - Automated software …, 2012 - Springer
In this paper we describe a verification system for multi-agent programs. This is the first
comprehensive approach to the verification of programs developed using programming …

[BUKU][B] An introduction to practical formal methods using temporal logic

M Fisher - 2011 - books.google.com
The name" temporal logic" may sound complex and daunting; but while they describe
potentially complex scenarios, temporal logics are often based on a few simple, and …

Agent systems verification: systematic literature review and map**

NA Bakar, A Selamat - Applied Intelligence, 2018 - Springer
Agent systems are distributed systems consist of agents that autonomously interact to each
other in an environment to perform tasks and achieve goals. Performing verification is …

Verifiable agent interaction in abductive logic programming: the SCIFF framework

M Alberti, F Chesani, M Gavanelli, E Lamma… - ACM Transactions on …, 2008 - dl.acm.org
SCIFF is a framework thought to specify and verify interaction in open agent societies. The
SCIFF language is equipped with a semantics based on abductive logic programming; …