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System of multiple interacting agents
A multi-agent system (MAS) or "self-organized system" is a computational system composed of multiple interacting intelligent agents. Multi-agent systems
Multi-agent_system
Academic journal
Autonomous Agents and Multi-Agent Systems is a peer-reviewed scientific journal covering the study of autonomous agents and multi-agent systems. It is published
Autonomous Agents and Multi-Agent Systems
Autonomous_Agents_and_Multi-Agent_Systems
Type of computational models
system and what governs its outcomes. It combines elements of game theory, complex systems, emergence, computational sociology, multi-agent systems,
Agent-based_model
Sub-field of reinforcement learning
Multi-agent reinforcement learning (MARL) is a sub-field of reinforcement learning. It focuses on studying the behavior of multiple learning agents that
Multi-agent reinforcement learning
Multi-agent_reinforcement_learning
Pathfinding problem
Multi-Agent Pathfinding (MAPF) is an instance of multi-agent planning and consists in the computation of collision-free paths for a group of agents from
Multi-agent_pathfinding
distributed problem solving and Coordination Multi-agent systems and Software agent and Self-organization Multi-agent reinforcement learning Task Analysis, Environment
Multi-agent_planning
artificial intelligence, the distributed multi-agent reasoning system (dMARS) was a platform for intelligent software agents developed at the AAII that makes
Distributed multi-agent reasoning system
Distributed_multi-agent_reasoning_system
Subfield of artificial intelligence
(agents). DAI is closely related to and a predecessor of the field of multi-agent systems. They are distinguished generally by multi-agent systems being
Distributed artificial intelligence
Distributed_artificial_intelligence
Autonomous artificial intelligence agent
the ability to perform multi-step tasks. Their control flow is frequently driven by large language models (LLMs). Agent systems may also include memory
AI_agent
Programming paradigm
(2007). "Specifying Protocols for Multi-agent System Interaction". ACM Transactions on Autonomous and Adaptive Systems. 2 (4): 15–es. doi:10.1145/1293731
Agent-oriented_programming
intelligence as such. When deployed as part of a multi-agent system, even such simple agents could require special agent orientated testing methods, as their collective
Agent_verification
Computer program acting for a user
objectives), distributed agents (being executed on physically distinct computers), multi-agent systems (distributed agents that work together to achieve
Software_agent
Theory of consciousness
interacting sub-networks which are themselves intelligent agents, it is formally a multi-agent system programmed as a swarm or neural networks and a fortiori
Dehaene–Changeux_model
Utterance that serves a performative function
computer science and information systems, it underpins models of human–computer interaction, workflow and multi-agent system communication that treat messages
Speech_act
Software agent which acts autonomously
Intelligent system JACK Intelligent Agents Multi-agent system and multiple-agent system – multiple interactive agents Reinforcement learning Semantic Web
Intelligent_agent
Java framework for system development
JACK Intelligent Agents is a framework in Java for multi-agent system development. JACK Intelligent Agents was built by Agent Oriented Software Pty. Ltd
JACK_Intelligent_Agents
Type of computer program
Deliberative agent (also known as intentional agent) is a sort of software agent used mainly in multi-agent system simulations. According to Wooldridge's
Deliberative_agent
and Scaleable Agencies". Infrastructure for Agents, Multi-Agent Systems, and Scalable Multi-Agent Systems. Lecture Notes in Computer Science. Vol. 1887
Foundation for Intelligent Physical Agents
Foundation_for_Intelligent_Physical_Agents
Methods in artificial intelligence research
scheduling systems. The Symbolic AI paradigm led to important ideas in search, symbolic programming languages, agents, multi-agent systems, the semantic
Symbolic artificial intelligence
Symbolic_artificial_intelligence
A multi-agent system is a system created from multiple autonomous elements interacting with each other. These are called agents. In a multi-agent system
Agent-based_social_simulation
Software framework
multi-agent systems under the standard FIPA for which purpose it creates multiple containers for agents, each of them can run on one or more systems.
Java Agent Development Framework
Java_Agent_Development_Framework
System composed of many interacting components
A complex system is a system composed of many components that interact with one another. Examples of complex systems are Earth's global climate, organisms
Complex_system
Open-source artificial intelligence agent framework
platform for building AI agents and multi-agent systems. Written primarily in Python, it is used to define artificial-intelligence agents, assign tasks to them
CrewAI
Annual programming competition
on Logic programming of Multi-agent systems. The goals, raised in 2005, have proven to be a solid basis for multi-agent system development and are still
Multi-Agent Programming Contest
Multi-Agent_Programming_Contest
Model for designing artificial intelligence
a reasoning architecture for a single rational agent, and one concern in a broader multi-agent system. This section bounds the scope of concerns for the
Belief–desire–intention software model
Belief–desire–intention_software_model
Multiple interactions and regulation of life forms with their environment
reproduction. Stuart Kauffman defines a living system as an autonomous agent or a multi-agent system capable of reproducing itself or themselves, and
Living_systems
Mathematical models of strategic interactions
follows - multi-agent system formation, reinforcement learning, mechanism design etc. By using game theory to model the behavior of other agents and anticipate
Game_theory
British computer scientist
multi-agent systems, and in particular, in the computational theory aspects of rational action in systems composed of multiple self-interested agents
Michael Wooldridge (computer scientist)
Michael_Wooldridge_(computer_scientist)
Scientific conference series
Conference on Autonomous Agents (AGENTS), International Conference on Multi-Agent Systems (ICMAS), and International Workshop on Agent Theories, Architectures
International Conference on Autonomous Agents and Multiagent Systems
International_Conference_on_Autonomous_Agents_and_Multiagent_Systems
for software agents or also agent development toolkits, which can facilitate the development of multi-agent systems. Hereby, software agents are implemented
Comparison of platforms for software agents
Comparison_of_platforms_for_software_agents
agent: these have a dynamic migration path. Depending on the present network condition, the mobile agent chooses its path. An open multi-agent system
Mobile_agent
robotics Networked control system Distributed artificial intelligence – Multi-agent system – Hybrid intelligent system – Software system combining multiple techniques
Outline of artificial intelligence
Outline_of_artificial_intelligence
interests are system identification, adaptive control, stochastic systems, and multi-agent systems. He made original contributions on system identification
Ji-Feng_Zhang
Computer task-sharing protocol
task-sharing protocol in multi-agent systems, introduced in 1980 by Reid G. Smith. It is used to allocate tasks among autonomous agents. It is close to sealed
Contract_Net_Protocol
Systems-based study of economic processes
dynamic systems of interacting agents. As such, it falls in the paradigm of complex adaptive systems. In corresponding agent-based models, the "agents" are
Agent-based computational economics
Agent-based_computational_economics
Decision-making framework for artificial intelligence
C-PRS and Propice) AgentSpeak Distributed multi-agent reasoning system (dMARS) GORITE JAM JACK Intelligent Agents SRI Procedural Agent Realization Kit (SPARK)
Procedural_reasoning_system
application of the Knowledge interchange format is an agent communication language in a multi-agent system. Knowledge Query and Manipulation Language Andreas
Knowledge_Interchange_Format
System containing both human and AI elements
type of multi-agent system. Software agents that behave as artificial team players satisfy the following general requirements: Observability: agents must
Human-agent_team
Field of study
required. Another example could be an artificial intelligence and multi-agent system/program. Individual modules are added to a creature. These modules
Artificial_life
Logical paradox in decision-making theory
identities. This involves two components: An objection component, wherein an agent objects to an item. For instance, a follower of one faith may assert the
Paradox_of_tolerance
Proposed standard language for software agent communication
and Scaleable Agencies". Infrastructure for Agents, Multi-Agent Systems, and Scalable Multi-Agent Systems. Lecture Notes in Computer Science. Vol. 1887
Agent_Communications_Language
Process of generating creative ideas
(2013) who proposed an application of divergent exploration in a multi agent system. Philosophy portal Psychology portal Lateral thinking – Manner of
Divergent_thinking
Type of autonomous entity in software
Embodied agent Intelligent agent Intelligent control Multi-agent system Software agent "Autonomous Agent". Techopedia. April 11, 2024. Retrieved November
Autonomous_agent
Field of machine learning
operations research, information theory, simulation-based optimization, multi-agent systems, swarm intelligence, and statistics. In the operations research and
Reinforcement_learning
French animated television series
X.A.N.A., a fully autonomous, malevolent, and highly intelligent multi-agent system that also dwells within the Supercomputer. Using structures on Lyoko
Code_Lyoko
British computer scientist (born 1966)
2007: Int. Foundation for Autonomous Agents and Multi-Agent Systems Special Recognition Award for “Intelligent agents: theory and practice” in The Knowledge
Nick Jennings (computer scientist)
Nick_Jennings_(computer_scientist)
2012 TV series or program
and a young hacker who uncover an elusive artificial intelligence/multi-agent system dwelling in a smartphone, which has suddenly become fully autonomous
Delete_(miniseries)
2012 French teen drama science fiction television series
their daily lives at Kadic Academy. XANA, an autonomous, sentient multi-agent system/artificial intelligence that they had succeeded in defeating previously
Code_Lyoko:_Evolution
Italian computer scientist and academic
autonomous systems, specifically on providing formal safety guarantees for both Multi-agent systems as well as Machine Learning-enabled systems. Alessio
Alessio_Lomuscio
Model of conflict for two players in game theory
Organizations, Institutions, Norms and Ethics for Governance of Multi-Agent Systems (COINE), co-located with AAMAS 2025. arXiv:2503.20986. Retrieved
Chicken_(game)
Coordination of multiple robots as a system
development Microbotics – Branch of robotics Multi-agent system – System of multiple interacting agents Nanorobotics – Emerging technology field Nanotechnology
Swarm_robotics
Generation of trusted authorities or user trust through cryptography
The multi-agent system paradigm and the growth of e-commerce have increased interest in trust and reputation. In fact, trust and reputation systems have
Computational_trust
Standard example in game theory
single-agent strategies as compared to Axelrod's seminal tournament. But it provided a basis for analyzing how to achieve cooperative strategies in multi-agent
Prisoner's_dilemma
System whose behavior is not automatically predictable from its parts
adaptive system is more similar to Richard Dawkins's idea of replicators. What distinguishes a complex adaptive system (CAS) from a pure multi-agent system (MAS)
Complex_adaptive_system
Dynamical system
rationality and strategy evolution), and machine learning (particularly in multi-agent systems and reinforcement learning). The most general continuous form of
Replicator_equation
Hand game for two players or more
Strategic Interaction". Proceedings of the International Conference on Agents and Artificial Intelligence (ICAART): 587–590. Archived from the original
Rock_paper_scissors
Concept in game theory
all agents (weakly) gain, and if it has negative synergy, all agents (weakly) lose. If i {\displaystyle i} and j {\displaystyle j} are two agents, and
Shapley_value
Chinese computer scientist
computational trust, virtualization in Hadoop-based distributed computation, multi-agent systems, state estimation for tracking mobile robots, training of neural
Junping_Du
Theorem in game theory
In other words, if it is commonly known what each agent believes about some event, and both agents are rational and update their beliefs using Bayes'
Aumann's_agreement_theorem
Optimization algorithm
multiple spiral models that can be described as deterministic dynamical systems. As search points follow logarithmic spiral trajectories towards the common
Spiral_optimization_algorithm
logistics industry. The system involves integrating intelligence modules based on case-based reasoning, multi-agent systems, fuzzy logic, and artificial
Intelligent decision support system
Intelligent_decision_support_system
How a group of agents can reach a common decision
This is known as the consensus problem in multi-agent systems, where the goal is to ensure that all agents eventually agree on a certain quantity, despite
Consensus_dynamics
Making of satisfactory, not optimal, decisions
information the possibility of having a vector or multi-valued utility function Simon suggests that economic agents use heuristics to make decisions rather than
Bounded_rationality
English saying meaning "equivalent retaliation"
recorded in 1558. It is also a highly effective strategy in game theory. An agent using this strategy will first cooperate, then subsequently replicate an
Tit_for_tat
Software
Agent-oriented software engineering (AOSE) is a software engineering paradigm that arose to apply best practice in the development of complex Multi-Agent
Agent-oriented software engineering
Agent-oriented_software_engineering
Collective behavior of decentralized, self-organized systems
the context of cellular robotic systems. Swarm intelligence systems consist typically of a population of simple agents or boids interacting locally with
Swarm_intelligence
Type of artificial intelligence approach
fashion. In a blackboard system, this is provided by the control shell. A blackboard system is the central space in a multi-agent system. It's used for describing
Blackboard_system
American software company
a unified platform for integration, API management, and managing multi-agent systems. In 2018, Mulesoft was acquired by Salesforce for $6.5 billion in
MuleSoft
Proof all ranked voting rules have spoilers
Rubinstein, Ariel (2012). Lecture Notes in Microeconomic Theory: The Economic Agent (2nd ed.). Princeton University Press. Problem 9.5. ISBN 978-1-4008-4246-9
Arrow's_impossibility_theorem
under a holonic perspective. In Int. Journal on Autonomous Agents and Multi-Agent Systems, 2(2):260–304, March 2010. doi: 10.1007/s10458-009-9099-4. SARL
SARL_(programming_language)
Conversational software
agent Internet bot Human-AI interaction List of AI-assisted software development tools List of chatbots Multi-agent system Social bot Software agent Software
Chatbot
Branch of game theory about two-player sequential games with perfect information
mathematical game in which heaps of objects are split Multi-agent system, a type of computer system for tackling complex problems Positional game, a type
Combinatorial_game_theory
within a quantum supercomputer, to battle XANA, a malevolent AI/multi-agent system who desires to rule all of humanity. In this season only, the spelling
List_of_Code_Lyoko_episodes
American computer scientist (born 1948)
seminal contributions to the fields of natural language processing and multi-agent systems. With Alison Simmons, she is co-founder of the Embedded EthiCS programme
Barbara_J._Grosz
Use of various control systems for operating equipment
Postcapitalism and a World Without Work Machine to machine Mobile manipulator Multi-agent system Post-work society Process control Productivity improving technologies
Automation
Software agent
agent Interactions Corporation Knowledge Navigator Office Assistant Multi-agent system Simulation hypothesis Social bot Social data revolution Software bot
Virtual_assistant
Autonomous Agents and MultiAgent Systems. AAMAS '18. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems: 1276–1284.
List of unsolved problems in fair division
List_of_unsolved_problems_in_fair_division
German cognitive scientist (born 1973)
artificial intelligence, mental representation, emotion, social modeling, multi-agent systems, and philosophy of mind. His research aims to bridge cognitive science
Joscha_Bach
Tendency of self-propelled particles to aggregate and form clusters
a dissipative environment Self-propelled particles – Type of autonomous agent Theurkauff, I.; Cottin-Bizonne, C.; Palacci, J.; Ybert, C.; Bocquet, L.
Clustering of self-propelled particles
Clustering_of_self-propelled_particles
Mathematical model used to describe active matter
real systems, many parameters can be included in order to give a more realistic description: for example, attraction and repulsion between agents (finite-size
Vicsek_model
Social network mechanism of indirect coordination
eusocial creatures and physical systems, has been proposed as a model of analyzing some robotics systems, multi-agent systems, communication in computer networks
Stigmergy
Type of modal logic
and reason about information change and exchange of information in multi-agent systems. The seminal works in this field are by Plaza, Van Benthem, and Baltag
Epistemic_modal_logic
an ACT-R inspired extension to the JACK multi-agent system that adds a cognitive architecture to the agents for eliciting more realistic (human-like)
List of artificial intelligence projects
List_of_artificial_intelligence_projects
French animated media company (2003–2014)
malevolent and rogue artificial intelligence (also referred to as a multi-agent system, and wrongly as a computer virus) named X.A.N.A., bent on world domination
MoonScoop
Processing of natural language by a computer
Technologies Language model Language technology Latent semantic indexing Multi-agent system Native-language identification Natural-language programming Natural-language
Natural_language_processing
Topics referred to by the same term
Audio System, now Digital Performer, audio sequencer software Multi-agent system, built of multiple interacting agents Malware Analysis System by FireEye
Mas
Concept in computer science
A fundamental problem in distributed computing and multi-agent systems is to achieve overall system reliability in the presence of a number of faulty processes
Consensus_(computer_science)
Computer scientist and artificial intelligence researcher (born 1964)
on agents, founded in logic" (PDF). PhD Thesis. Dignum, Virginia (2005-11-11). "Organizing multiagent systems". Autonomous Agents and Multi-Agent Systems
Virginia_Dignum
Overuse of a shared resource
for powerful private companies and/or governments to introduce regulatory agents or outsourcing on less powerful entities or governments, for the exploitation
Tragedy_of_the_commons
upon them. In multi-agent systems (MAS), a branch of artificial intelligence (AI), a norm is a guide for the common conduct of agents, thereby easing
Norm (artificial intelligence)
Norm_(artificial_intelligence)
Language for cognitive agents
Foundations of Goals in Agent Programming. International Journal of Autonomous Agents and Multi-Agent Systems. The GOAL Agent Programming Language home
GOAL agent programming language
GOAL_agent_programming_language
Type of autonomous agent
to describe autonomous agents, which convert energy from the environment into directed or persistent random walk. Natural systems which have inspired the
Self-propelled_particles
Independently updating cells
Cellular automata, as with other multi-agent system models, usually treat time as discrete and state updates as occurring synchronously. The state of every
Asynchronous cellular automaton
Asynchronous_cellular_automaton
Open source autonomous AI agent
AutoGPT is an open-source autonomous software agent that uses OpenAI's large language models, such as GPT-4, to attempt to achieve a goal specified by
AutoGPT
British architect and theorist
(with Roland Snooks) of the Swarm Intelligence: Architectures of Multi-Agent Systems Exhibition in Shanghai in 2010, and (with Philip Yuan) of the DigitalFUTURES
Neil_Leach
Conference on evolutionary computation
topics. The session entitled Evolutionary games and multi-agent systems is described as Multi-agent systems in the table because the paper abstracts suggest
IEEE Congress on Evolutionary Computation
IEEE_Congress_on_Evolutionary_Computation
Field of philosophical and mathematical logic studying agency and action
planning, and multi-agent systems in AI, and with dynamic and update semantics in linguistics. Despite their diversity, most agentive logics share some
Agentive_logic
Model of humans as rational, self-interested agents
The term Homo economicus, or economic man, is the portrayal of humans as agents who are consistently rational and narrowly self-interested, and who pursue
Homo_economicus
Blueprint for intelligent agents
cognition, but other intelligent systems may also be suitable. Cognitive architectures form a subset of general agent architectures. The term 'architecture'
Cognitive_architecture
Condition in economics and game theory
relevant information in the system. This is different than complete information, which implies common knowledge of each agent's utility functions, payoffs
Perfect_information
MULTI AGENT-SYSTEM
MULTI AGENT-SYSTEM
Surname or Lastname
English (of Norman origin)
English (of Norman origin) : probably from a reduced form of the Anglo-Norman French personal name or nickname Avenant ‘suitable’ or ‘handsome’.Family historians record an Isham Avent in the Carolinas in the 1760s. His father was Colonel Thomas Avent from England.
Girl/Female
Hindu
A creeper with fragrant flowers
Boy/Male
Hindu
An idol, All auspicious Lord, Lord Vishnu, Statue
Boy/Male
Hindu
With multi-colored body
Boy/Male
Muslim
Jurist
Surname or Lastname
English
English : from an Old French personal name Amand, Amant (from Latin Amandus meaning ‘loveable’).German : variant spelling of Amend.
Boy/Male
Hindu
Mukti, Emancipation, Liberation
Girl/Female
British, English
A Beautiful Girl
Surname or Lastname
English and French
English and French : nickname, possibly sometimes applied ironically, from Middle English gente, Old French gent(il) ‘well born’, ‘noble’, ‘courteous’. Compare Gentle.German and English : habitational name for someone from Ghent in Flanders, French name Gand.
Girl/Female
Indian, Punjabi, Sikh
Multi Talented
Boy/Male
Hindu, Indian, Jain, Marathi
With Multi-coloured Body
Boy/Male
Australian, Danish, Dutch, German, Swedish
Eagle Ruler
Female
Egyptian
, the Hidden.
Girl/Female
Hindu
Salvation, Freedom from life and death
Surname or Lastname
English
English : from Old French argent ‘silver’, hence probably a nickname for someone with silver-gray hair, or possibly an occupational nickname for a silversmith or moneyer.
Boy/Male
Christian, Hindu, Indian
Gentleman
Boy/Male
Tamil
Mukti, Emancipation, Liberation
Boy/Male
Hindu, Indian, Marathi
Multi Talented Person; With Good Taste
Boy/Male
French
Born during Advent.
Boy/Male
Tamil
Chirtrang | சிரà¯à®¤à¯à®°à®‚க
With multi-colored body
MULTI AGENT-SYSTEM
MULTI AGENT-SYSTEM
Girl/Female
Hebrew, Indian, Punjabi, Sikh
Grace
Boy/Male
Tamil
Chidaakaash | சிதாகாஷ
Absolute Brahma
Boy/Male
Hindu
Lord Murugan
Girl/Female
Hindu, Indian, Malayalam, Marathi, Tamil, Telugu
Goddess Lakshmi
Girl/Female
Gujarati, Hindu, Indian
Vision; Moonlight; See; Seen
Girl/Female
Hindu
A flower
Female
English
English variant spelling of French Chantal, CHANTEL means "stony place."
Boy/Male
Hindu
Handsome
Female
Hebrew
 Variant spelling of Hebrew Imma, IMA means "mother." Compare with another form of Ima.
Boy/Male
Arabic, Muslim
King
MULTI AGENT-SYSTEM
MULTI AGENT-SYSTEM
MULTI AGENT-SYSTEM
MULTI AGENT-SYSTEM
MULTI AGENT-SYSTEM
n.
An exfoliative agent.
n.
A myotic agent.
n.
An epulotic agent.
n.
One who exerts power, or has the power to act; an actor.
n.
A reducent agent.
pl.
of Mufti
n.
A subordinate agent.
n.
A nervine agent.
n.
An intermediate agent.
n.
A germicide agent.
a.
Over against; as, he lives anent the church.
n.
An antihypnotic agent.
a.
Acting; -- opposed to patient, or sustaining, action.
n.
An active power or cause; that which has the power to produce an effect; as, a physical, chemical, or medicinal agent; as, heat is a powerful agent.
a.
About; concerning; in respect; as, he said nothing anent this particular.
n.
One who acts for, or in the place of, another, by authority from him; one intrusted with the business of another; a substitute; a deputy; a factor.
n.
An antispastic agent.
n.
A reductive agent.