Engineering consensus in static networks with unknown disruptors

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bouis, Agathe, Lowe, Christopher, Clark, Ruaridh A., Macdonald, Malcolm
Format:	Preprint
Published:	2024
Subjects:	Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

A local eigenvector centrality
by: Clark, Ruaridh A., et al.
Published: (2025)

Non-trivial consensus on directed signed matrix-weighted networks with compound measurement noises and time-varying topologies
by: Niu, Tianmu, et al.
Published: (2026)

Predicting Multi-Agent Specialization via Task Parallelizability
by: Mieczkowski, Elizabeth, et al.
Published: (2025)

HDDLGym: A Tool for Studying Multi-Agent Hierarchical Problems Defined in HDDL with OpenAI Gym
by: La, Ngoc, et al.
Published: (2025)

A cutting-surface consensus approach for distributed robust optimization of multi-agent systems
by: Fu, Jun, et al.
Published: (2023)

Performance bound analysis of linear consensus algorithm on strongly connected graphs using effective resistance and reversiblization
by: Yonaiyama, Takumi, et al.
Published: (2025)

Engineering Resilience: An Energy-Based Approach to Sustainable Behavioural Interventions
by: Malavalli, Arpitha Srivathsa, et al.
Published: (2025)

Agent-Based Modeling for Multimodal Transportation of $CO_2$ for Carbon Capture, Utilization, and Storage: CCUS-Agent
by: Uddin, Majbah, et al.
Published: (2024)

A Model for Multi-Agent Heterogeneous Interaction Problems
by: Hsu, Christopher D., et al.
Published: (2022)

Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering
by: Shi, Lu, et al.
Published: (2024)

SpecBench: Evaluating Specification-Level Reasoning for Software Engineering LLM Agents
by: Hamblin, Grant, et al.
Published: (2026)

Distributed scalable coupled policy algorithm for networked multi-agent reinforcement learning
by: Dai, Pengcheng, et al.
Published: (2025)

Auditing medical multi-agent AI reveals risks of false consensus
by: Zhu, Yinghao, et al.
Published: (2025)

Multi-agent based modeling for investigating excess heat utilization from electrolyzer production to district heating network
by: Christensen, Kristoffer, et al.
Published: (2024)

Agentic Agile-V: From Vibe Coding to Verified Engineering in Software and Hardware Development
by: Koch, Christopher
Published: (2026)

Consensus seeking in diffusive multidimensional networks with a repeated interaction pattern and time-delays
by: Vu, Hoang Huy, et al.
Published: (2024)

Multi-robot searching with limited sensing range for static and mobile intruders
by: Agrawal, Swadhin, et al.
Published: (2025)

Agile V: A Compliance-Ready Framework for AI-Augmented Engineering -- From Concept to Audit-Ready Delivery
by: Koch, Christopher, et al.
Published: (2026)

An invariance principle based concentration result for large-scale stochastic pairwise interaction network systems
by: Como, Giacomo, et al.
Published: (2024)

An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning
by: Amato, Christopher
Published: (2024)

An Initial Introduction to Cooperative Multi-Agent Reinforcement Learning
by: Amato, Christopher
Published: (2024)

Structures generated in a multiagent system performing information fusion in peer-to-peer resource-constrained networks
by: Paggi, Horacio, et al.
Published: (2025)

Large Language Models for Agent-Based Modelling: Current and possible uses across the modelling cycle
by: Vanhée, Loïs, et al.
Published: (2025)

Automotive Engineering-Centric Agentic AI Workflow Framework
by: Son, Tong Duy, et al.
Published: (2026)

A MARL-based Approach for Easing MAS Organization Engineering
by: Soulé, Julien, et al.
Published: (2025)

HyperGraphOS: A Meta Operating System for Science and Engineering
by: Ceravola, Antonello, et al.
Published: (2024)

Social coordination perpetuates stereotypic expectations and behaviors across generations in deep multi-agent reinforcement learning
by: Gelpí, Rebekah A., et al.
Published: (2024)

Towards Cognitive Synergy in LLM-Based Multi-Agent Systems: Integrating Theory of Mind and Critical Evaluation
by: Kostka, Adam, et al.
Published: (2025)

When AI Agents Disagree Like Humans: Reasoning Trace Analysis for Human-AI Collaborative Moderation
by: Wawer, Michał, et al.
Published: (2026)

Synergizing Logical Reasoning, Knowledge Management and Collaboration in Multi-Agent LLM System
by: Kostka, Adam, et al.
Published: (2025)

Fairness in Multi-Agent Systems for Software Engineering: An SDLC-Oriented Rapid Review
by: Yang-Smith, Corey, et al.
Published: (2026)

Toward a Safe Internet of Agents
by: Wibowo, Juan A., et al.
Published: (2025)

Enhancing Computational Efficiency in NetLogo: Best Practices for Running Large-Scale Agent-Based Models on AWS and Cloud Infrastructures
by: Duprey, Michael A., et al.
Published: (2026)

Federated Gaussian Process Learning via Pseudo-Representations for Large-Scale Multi-Robot Systems
by: Salunkhe, Sanket A., et al.
Published: (2026)

Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
by: Zhou, Chenyu, et al.
Published: (2026)

Effects of charging and discharging capabilities on trade-offs between model accuracy and computational efficiency in pumped thermal electricity storage
by: Heo, Taemin, et al.
Published: (2024)

Techno-economic analysis of decarbonized backup power systems using scenario-based stochastic optimization
by: Schweiger, Jonas, et al.
Published: (2025)

Herding CATs: ALARA for Agent Harness Engineering in Portable Composable Multi-Agent Teams
by: Agostino, Christopher J., et al.
Published: (2026)

Build AI Assistants using Large Language Models and Agents to Enhance the Engineering Education of Biomechanics
by: Yan, Hanzhi, et al.
Published: (2025)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
VUFIND_SESSION	"74cbe74f4ffa95a2e096cd3c146b3f49"
language	"en"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790867540.2066 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "74cbe74f4ffa95a2e096cd3c146b3f49" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"VUFIND_SESSION=74cbe74f4ffa95a2e096cd3c146b3f49; language=en; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.216.147"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"33055"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2403_05272/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2403_05272/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790867540.2019
REQUEST_TIME	1790867540

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
VUFIND_SESSION	"74cbe74f4ffa95a2e096cd3c146b3f49"
language	"en"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790867540.2066 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "74cbe74f4ffa95a2e096cd3c146b3f49" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"VUFIND_SESSION=74cbe74f4ffa95a2e096cd3c146b3f49; language=en; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.216.147"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"33055"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2403_05272/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2403_05272/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790867540.2019
REQUEST_TIME	1790867540

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: