:: Library Catalog

Saved in:

Bibliographic Details
Main Authors:	Hughes, Edward, Zhu, Tina O., Chadwick, Martin J., Koster, Raphael, Castañeda, Antonio García, Beattie, Charles, Graepel, Thore, Botvinick, Matthew M., Leibo, Joel Z.
Format:	Preprint
Published:	2025
Subjects:	Multiagent Systems
Online Access:	https://arxiv.org/abs/2506.06032
Tags:	Add Tag No Tags, Be the first to tag this record!

Multi-Agent Training beyond Zero-Sum with Correlated Equilibrium Meta-Solvers
by: Marris, Luke, et al.
Published: (2021)

Evaluating Collective Behaviour of Hundreds of LLM Agents
by: Willis, Richard, et al.
Published: (2026)

Using Large Language Models to Simulate Human Behavioural Experiments: Port of Mars
by: Slumbers, Oliver, et al.
Published: (2025)

Will Systems of LLM Agents Cooperate: An Investigation into a Social Dilemma
by: Willis, Richard, et al.
Published: (2025)

Quantifying the Self-Interest Level of Markov Social Dilemmas
by: Willis, Richard, et al.
Published: (2025)

Nash equilibrium seeking for a class of quadratic-bilinear Wasserstein distributionally robust games
by: Pantazis, Georgios, et al.
Published: (2024)

Neural Population Learning beyond Symmetric Zero-sum Games
by: Liu, Siqi, et al.
Published: (2024)

InvestESG: A multi-agent reinforcement learning benchmark for studying climate investment as a social dilemma
by: Hou, Xiaoxuan, et al.
Published: (2024)

Cultural Evolution of Cooperation among LLM Agents
by: Vallinder, Aron, et al.
Published: (2024)

Spatial public goods games with queueing and reputation
by: Zhang, Gui, et al.
Published: (2025)

A Generative Model of Conspicuous Consumption and Status Signaling
by: Cross, Logan, et al.
Published: (2026)

Cooperation in public goods game on square lattices with agents changing interaction groups
by: Miszczak, Jarosław Adam
Published: (2025)

Indirect reciprocity in the public goods game with collective reputations
by: Wei, Ming, et al.
Published: (2023)

Generative AI collective behavior needs an interactionist paradigm
by: Ferrarotti, Laura, et al.
Published: (2026)

Multi-Actor Generative Artificial Intelligence as a Game Engine
by: Vezhnevets, Alexander Sasha, et al.
Published: (2025)

Quantized distributed Nash equilibrium seeking under DoS attacks
by: Feng, Shuai, et al.
Published: (2023)

Risk-seeking conservative policy iteration with agent-state based policies for Dec-POMDPs with guaranteed convergence
by: Sinha, Amit, et al.
Published: (2026)

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

Learning to connect in action: Measuring and understanding the emergence of boundary spanners in volatile times
by: Nespeca, Vittorio, et al.
Published: (2024)

Finite-time convergence to an $ε$-efficient Nash equilibrium in potential games
by: Maddux, Anna, et al.
Published: (2024)

Modeling realistic human behavior using generative agents in a multimodal transport system: Software architecture and Application to Toulouse
by: Vu, Trung-Dung, et al.
Published: (2025)

A potentialization algorithm for games with applications to multi-agent learning in repeated games
by: Lakheshar, Philipp, et al.
Published: (2026)

Do you want to play a game? Learning to play Tic-Tac-Toe in Hypermedia Environments
by: Beaumont, Katharine, et al.
Published: (2024)

Autonomous vehicles need social awareness to find optima in multi-agent reinforcement learning routing games
by: Psarou, Anastasia, et al.
Published: (2025)

Zero-determinant strategies in repeated continuously-relaxed games
by: Ueda, Masahiko, et al.
Published: (2025)

CompARE: A Computational framework for Airborne Respiratory disease Evaluation integrating flow physics and human behavior
by: Leong, Fong Yew, et al.
Published: (2025)

Large language models replicate and predict human cooperation across experiments in game theory
by: Palatsi, Andrea Cera, et al.
Published: (2025)

Choreographing the Rhythms of Observation: Dynamics for Ranged Observer Bipartite-Unipartite SpatioTemporal (ROBUST) Networks
by: Holmberg, Ted Edward
Published: (2024)

Collaborative governance of cyber violence: A two-phase, multi-scenario four-party evolutionary game and SBI1I2R public opinion dissemination
by: Yang, Xiaoting, et al.
Published: (2025)

Social impact of CAVs -- coexistence of machines and humans in the context of route choice
by: Jamróz, Grzegorz, et al.
Published: (2024)

ALAS: Transactional and Dynamic Multi-Agent LLM Planning
by: Geng, Longling, et al.
Published: (2025)

SwarmCoDe: A Scalable Co-Design Framework for Heterogeneous Robot Swarms via Dynamic Speciation
by: Wilhelm, Andrew, et al.
Published: (2026)

LLM-augmented empirical game theoretic simulation for social-ecological systems
by: Shi, Jennifer, et al.
Published: (2025)

Knowledge Graph-Based Multi-Agent Path Planning in Dynamic Environments using WAITR
by: Holmberg, Ted Edward, et al.
Published: (2024)

An algorithm with improved complexity for pebble motion/multi-agent path finding on trees
by: Ardizzoni, Stefano, et al.
Published: (2023)

The evolution of cooperation in spatial public goods game with tolerant punishment based on reputation threshold
by: Zhang, Gui, 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)

Trusted AI Agents in the Cloud
by: Bodea, Teofil, et al.
Published: (2025)

Nash equilibria in scalar discrete-time linear quadratic games
by: Salizzoni, Giulio, et al.
Published: (2024)

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
language	"en"
VUFIND_SESSION	"aca05c0618777f04a8ebda23078a0340"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784490094.5204 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "aca05c0618777f04a8ebda23078a0340" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

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	"language=en; VUFIND_SESSION=aca05c0618777f04a8ebda23078a0340; 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	"216.73.217.15"
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	"39787"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2506_06032/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2506_06032/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784490094.516
REQUEST_TIME	1784490094

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"en"
VUFIND_SESSION	"aca05c0618777f04a8ebda23078a0340"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784490094.5204 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "aca05c0618777f04a8ebda23078a0340" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

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	"language=en; VUFIND_SESSION=aca05c0618777f04a8ebda23078a0340; 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	"216.73.217.15"
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	"39787"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2506_06032/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2506_06032/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784490094.516
REQUEST_TIME	1784490094

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: