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Type of computational models
An agent-based model (ABM) is a computational model for simulating the actions and interactions of an autonomous agent (both individual or collective
Agent-based_model
Modeling biology
Agent-based models have many applications in biology, primarily due to the characteristics of the modeling method. Agent-based modeling is a rule-based
Agent-based_model_in_biology
Software agent which acts autonomously
referred to as a model of the world, hence the name "model-based agent". A model-based reflex agent should maintain some sort of internal model that depends
Intelligent_agent
The agent-based modeling (ABM) community has developed several practical agent based modeling toolkits that enable individuals to develop agent-based applications
Comparison of agent-based modeling software
Comparison_of_agent-based_modeling_software
Systems-based study of economic processes
of interacting agents. As such, it falls in the paradigm of complex adaptive systems. In corresponding agent-based models, the "agents" are "computational
Agent-based computational economics
Agent-based_computational_economics
Agent-based social simulation (or ABSS) consists of social simulations that are based on agent-based modeling, and implemented using artificial agent
Agent-based_social_simulation
System of multiple interacting agents
and coordination among agents. Despite considerable overlap, a multi-agent system is not always the same as an agent-based model (ABM). The goal of an
Multi-agent_system
Research field that applies to methods of studying issues in social science
Simulation. More recently, Ron Sun developed methods for basing agent-based simulation on models of human cognition, known as cognitive social simulation
Social_simulation
Agent-based segregation model
Schelling's model of segregation is an agent-based model developed by economist Thomas Schelling. Schelling's model does not include outside factors that
Schelling's model of segregation
Schelling's_model_of_segregation
Topics referred to by the same term
Chemical agent, used as a chemical weapon Agent architecture, a blueprint for software agents and control systems Agent-based model, a computational model for
Agent
Geographic and ecological field of study
landscape as a whole. Agent-based modeling can be complex - for instance, a 2005 study combined an agent-based model with computer-based genetic programming
Land_change_modeling
Actor and decision maker in an economic model
economics, an agent is an actor (more specifically, a decision maker) in a model of some aspect of the economy. Typically, every agent makes decisions
Agent_(economics)
hypotheses are tested by using either a dynamic model with an increasing network size or by making an agent-based model to determine which network structure is
Network_formation
Using mathematical models to understand infectious disease transmission
model was successful in predicting the behavior of outbreaks very similar to that observed in many recorded epidemics. Recently, agent-based models (ABMs)
Mathematical modelling of infectious diseases
Mathematical_modelling_of_infectious_diseases
Interdisciplinary research discipline
economic research. Innovative approaches such as machine learning models and agent-based modeling have been actively explored in different areas of economic
Computational_economics
Professor of Epidemiology
Economic Dynamics at the Brookings Institution. He has worked on agent-based computational modeling of biomedical and social dynamics. He has written or co-authored
Joshua_M._Epstein
Simulation platform
GAMA (GIS Agent-based Modeling Architecture) is a simulation platform with a complete modelling and simulation integrated development environment (IDE)
GAMA_Platform
Social simulation model
Sugarscape is a model for artificially intelligent agent-based social simulation following some or all rules presented by Joshua M. Epstein & Robert Axtell
Sugarscape
Autonomous artificial intelligence agent
deploying pre-built AI agents. Several protocols have been proposed for standardizing inter-agent communication, such as the Model Context Protocol, Gibberlink
AI_agent
American professor
computational agent based models. In Growing Artificial Societies: Social Science From the Bottom Up, Epstein and Axtell wrote about the first large scale agent-based
Robert_Axtell
Model of movement
filmmakers to provide each character model an agent based A.I. that could utilize a library of 350 animations. Based on sight, hearing, and touch parameters
Crowd_simulation
Agent-based simulation
MATSim (the Multi-Agent Transport Simulation Toolkit) is an open source software development project developing agent-based software modules intended
MATSim
Form of distribution marketing
of financial bullwhips. Specifically, they create an agent-based supply network simulation model capturing the behaviours of companies with asymmetric
Bullwhip_effect
Language for cognitive agents
GOAL is an agent programming language for programming cognitive agents. GOAL agents derive their choice of action from their beliefs and goals. The language
GOAL agent programming language
GOAL_agent_programming_language
Branch of the discipline of sociology
through bottom-up modeling of social interactions. It involves the understanding of social agents, the interaction among these agents, and the effect of
Computational_sociology
Artificial intelligence governance
decision models, including machine learning, knowledge graphs, rules, optimization, linguistic and agent-based models" in Multi-Agent Systems. "ModelOps lies
ModelOps
Increase in stock value
approach alternative to financial modeling, and it's called agent-based modelling (ABM). ABM uses different autonomous agents whose behavior evolves endogenously
IPO_underpricing_algorithm
Discrete model of computation
Seeds Turmite Von Neumann cellular automaton Wireworld Agent-based model – Type of computational models Automata theory – Study of abstract machines and automata
Cellular_automaton
Type of mathematical model used for infectious diseases
implementation, and informing evidence-based policy decisions during disease outbreaks. Beyond infectious disease modeling, the approach has been adapted for
Compartmental models (epidemiology)
Compartmental_models_(epidemiology)
System whose behavior is not automatically predictable from its parts
fittest). CAS are occasionally modelled by means of agent-based models and complex network-based models. Agent-based models are developed by means of various
Complex_adaptive_system
Integrated development environment. Swarm intelligence Comparison of agent-based modeling software "MASON Multiagent Simulation Toolkit". MASON and Distributed
MASON_(Java)
Economic theory
further been used in agent-based modelling of the effects of gentrification on real estate markets. Bid rent theory Thünen's model of agricultural land
Rent-gap_theory
American academic and programmer
Uri Wilensky is an American computer scientist and creator of the agent-based modeling platform NetLogo. He is the Lorraine H. Morton Professor of Learning
Uri_Wilensky
Statistical model used in machine learning
A flow-based generative model is a generative model used in machine learning that explicitly models a probability distribution by leveraging normalizing
Flow-based_generative_model
Use of conceptual models
business and IT systems modeling contrasts other approaches such as: agent based modeling data modeling and mathematical modeling In "Methodology for Creating
Systems_modeling
Mathematical models representing biological cells
Within the field of computational biology they are often simply called agent-based models of which they are a specific application and they are used for simulating
Cell-based_models
Mathematical model of a complex system
(CEM), and neural network models. Computational engineering Computational cognition Reversible computing Agent-based model Artificial neural network Computational
Computational_model
Infectious disease readily spread by pathogen transmission
often known to be contagious before medical science discovers its causative agent. Koch's postulates, which were published at the end of the 19th century
Contagious_disease
Time interval between infection by a pathogen and the individual becoming infectious
epidemiology, particularly in the discussion of infectious disease dynamics (modeling), the latent period (also known as the latency period or the pre-infectious
Latent_period_(epidemiology)
Computerized analytical tool
microsimulation model data with cinematic quality 3D animation and with virtual reality by such companies as FORUM8 in Japan. Pedestrian or agent based microsimulation
Microsimulation
Rapid spread of disease affecting a large number of people in a short time
can recognize and attack. Changes in the antigenic characteristics of the agent make it easier for the changed virus to spread throughout a previously immune
Epidemic
Simulation focusing on training pilots to control an unmanned aircraft
simulators are being developed such as Agent Based Modeling and Simulation for UAS, especially by military. Agent based modeling and simulation of UAV focuses
Unmanned aircraft system simulation
Unmanned_aircraft_system_simulation
Financial software application
Altreva Adaptive Modeler is a software application for creating agent-based financial market simulation models for the purpose of forecasting prices of
Adaptive_Modeler
Java framework for system development
multi-agent systems that uses the BDI software model and provides its own Java-based plan language and graphical planning tools. JACK Intelligent Agents was
JACK_Intelligent_Agents
Invasion of an organism's body by pathogenic agents
their multiplication, and the reaction of host tissues to the infectious agent and the toxins they produce. An infectious disease is an illness resulting
Infection
Description of a system using mathematical concepts and language
mechanics, mathematical models may be used to analyze the movement of a rocket model. Mathematics portal Agent-based model All models are wrong Cliodynamics
Mathematical_model
Model for designing artificial intelligence
software model (BDI) is a software model developed for programming intelligent agents. Superficially characterized by the implementation of an agent's beliefs
Belief–desire–intention software model
Belief–desire–intention_software_model
Research centre
Automata, Agent-Based Models, and Fractals (MIT Press, Cambridge MA and London) The Science of Cities and Regions (2012) Agent Based Model of Geographical
UCL Centre for Advanced Spatial Analysis
UCL_Centre_for_Advanced_Spatial_Analysis
Field of study
quantitative model of the interplay between cultural and biological evolution. Establish ethical principles for artificial life. Agent-based modeling is used
Artificial_life
Main group of bicycle riders
factors remain constant between the groups. Agent-based computer models allow for any number of independent "agents" with assigned attributes to interact according
Peloton
Technique for the generative modeling of a continuous probability distribution
diffusion models, also known as diffusion-based generative models or score-based generative models, are a class of latent variable generative models. A diffusion
Diffusion_model
Branch of economic theory
Agent-Based Modeling". Handbook of Computational Economics. Vol. 2. pp. 1551–1564. Ballot, G.; Mandel, A.; Vignes, A. (2015). "Agent-based modeling and
Non-equilibrium_economics
non-extensivity (see Tsallis entropy), q-Gaussian models, and agents based models (see agent based model); as these are known to be able to recover some
Statistical_finance
Unmanned, autonomous systems
promising as well. Scenarios of usage of mobile agents in logistics has been envisioned. Agent-based model Automated Transfer Vehicle Autonomic system (computing)
Autonomous_logistics
British sociologist (born 1950)
March 1950) is a British sociologist and a pioneer in the use of agent-based models in the social sciences. He is the founder and director of the Centre
Nigel_Gilbert
Open-source artificial intelligence agent framework
enterprise tools for automating business workflows with large language model-based agents. CrewAI was first released on the Python Package Index in December
CrewAI
for agent-based modelling of spacetime, based on Promise Theory. Initially described as a model of computer science and an alternative network-based formulation
Semantic_spacetime
Programming language
integrated development environment (IDE) for agent-based modeling. It is part of a family of agent-based modeling products, which includes NetLogo Web, NetLogo
NetLogo
Computational model
An artificial society is an agent-based computational model for computer simulation in social analysis. It is mostly connected to the themes of complex
Artificial_society
Simulation software developed by Ventana Systems
and agent-based modelling capabilities. It is available commercially and as a free "Personal Learning Edition". Vensim provides a graphical modeling interface
Vensim
American archaeologist and anthropologist
long-term economic inequality, and the application of computational and agent-based modeling to human–environment interactions. He is Regents’ Professor Emeritus
Timothy_A._Kohler
as to model the migrating cells in a lymph node. This model was used to examine T cell proliferation in the lymphoid system. Agent-based modeling (ABM)
Systems_immunology
Synthetic populations are often a basis for microsimulation or also agent based models of population behavior. The latter can be used for simulation of disease
Synthetic_population
Simulated environment
Large-Scale Deployment of SEAS in Afghanistan 2013 - Got a problem? Agent-based modeling becomes mainstream Live and Computational Experimentation in Bio-terror
Synthetic Environment for Analysis and Simulations
Synthetic_Environment_for_Analysis_and_Simulations
Algorithmic selection of online media
which limits exposure to off-platform content. Research using agent-based modelling has examined how user behaviour, information quality, and algorithmic
Algorithmic_curation
Epidemiological model for COVID-19
acceptable outcomes? CovidSim is an agent-based model and was based on an earlier influenza model. The codebase for the model was initially constructed c. 2005
CovidSim
Antimicrobial substance active against bacteria
active against bacteria. It is the most important type of antibacterial agent for fighting bacterial infections, and antibiotic medications are widely
Antibiotic
American psychologist
psychologist, computational modeler, and origami artist. He is best known for his early development of what is now called agent-based modeling in the social sciences
James_Sakoda
Theory on how and why new ideas spread
problems. In addition to that, agent-based models follow a more intuitive process by designing individual-level rules to model the diffusion of ideas and
Diffusion_of_innovations
Medication used to treat a viral infection
Peng; Liu, Xinyong (1 March 2024). "Target-based drug design strategies to overcome resistance to antiviral agents: opportunities and challenges". Drug Resistance
Antiviral_drug
Model used in Macroeconomics
fiscal policy. Another modeling methodology is Agent-based computational economics (ACE), which is a variety of Agent-based modeling. Like the DSGE methodology
Macroeconomic_model
Language models designed for reasoning tasks
A reasoning model, also known as a reasoning language model (RLM) or large reasoning model (LRM), is a type of large language model (LLM) that has been
Reasoning_model
Drug used to killed microorganisms or stop their growth
An antimicrobial is an agent that kills microorganisms (microbicide) or stops their growth (bacteriostatic agent). Antimicrobial medicines can be grouped
Antimicrobial
Energy system models that are open source
distribution networks. Power TAC stands for Power Trading Agent Competition. Power TAC is an agent-based model simulating the performance of retail markets in an
Open_energy_system_models
Branch of applied mathematics
interacting agents over time. As such, it falls in the paradigm of complex adaptive systems. In corresponding agent-based models, agents are not real
Mathematical_economics
Topics referred to by the same term
Nero Pythagoras (crater), a lunar impact crater Pythagoras ABM, an agent-based model Pythagoras Papastamatiou or simply Pythagoras, a 20th-century Greek
Pythagoras_(disambiguation)
Analysis of social structures using network and graph theory
Reza; Friesen, Marcia R.; McLeod, Robert D. (November 22, 2016). "An Agent-Based Model of Message Propagation in the Facebook Electronic Social Network"
Social_network_analysis
Machine learning engine service
intended to help teams move models from experimentation into production use. On April 22, 2026, Google announced Gemini Enterprise Agent Platform as the replacement
Gemini Enterprise Agent Platform
Gemini_Enterprise_Agent_Platform
Software engineering agent developed by OpenAI
manage multiple coding agents over longer periods and use code to gather or analyze information, and updated the underlying model twice: GPT-5.3-Codex arrived
Codex_(AI_agent)
Type of machine learning model
Jingsen; et al. (December 2024). "A survey on large language model based autonomous agents". Frontiers of Computer Science. 18 (6) 186345. arXiv:2308.11432
Large_language_model
formal verification techniques like model checking could be used to gain a high level of assurance that agent based systems would conform with their specification
Agent_verification
A mother agent is an agent who directly oversees and represents a fashion model. Mother agents usually are the first to discover a model, and help them
Mother_agent
Sudden increase in occurrences of a disease
varies according to the disease-causing agent, and the size and type of previous and existing exposure to the agent. Outbreaks include many epidemics, which
Disease_outbreak
Multimethod simulation modeling tool
a multimethod simulation modeling tool developed by The AnyLogic Company (formerly XJ Technologies). It supports agent-based, discrete event, and system
AnyLogic
tangled nature model is a model of evolutionary ecology developed by Christensen, Di Collobiano, Hall and Jensen. It is an agent-based model where individual
Tangled_nature_model
Educational programming language
1980-style arcade games such as Pac-Man, over 3D games to simple agent-based model. Agents can be given user created 3D shapes, they can compute formulae
AgentCubes
Annual programming competition
Multi-Agent Programming Contest is an annual international programming competition with stated goal of stimulating research in the area of multi-agent system
Multi-Agent Programming Contest
Multi-Agent_Programming_Contest
Territories Chain Code (BTCC) Biological Reproduction Chain Code (BRCC) Agent-Based Modeling Chain Code (ABMCC) In particular, FCCE, VCC, 3OT and DFCCE can be
Chain_code
differentiations). Lattice-based epidemic models can also be implemented as fixed agent-based models. The mathematical modelling of epidemics was originally
Epidemic_models_on_lattices
Passing of a pathogen from one organism to another
Health Regulations. An infectious disease agent can be transmitted in two ways: as horizontal disease agent transmission from one individual to another
Pathogen_transmission
Pythagoras is a multi-sided agent-based model (ABM) created to support the growth and refinement of the U.S. Marine Corps Warfighting Laboratory's's Project
Pythagoras_ABM
Process of mathematical modelling, performed on a computer
pollution forecasting. agent based simulation has been used effectively in ecology, where it is often called "individual based modeling" and is used in situations
Computer_simulation
Infectious disease = Invasion of an organism's body by pathogenic agents
disease control and public health decision-making. Agent-based model – Simulation of individual agent (human or animal) behavior and interactions within
Outline of infectious disease concepts
Outline_of_infectious_disease_concepts
Medical condition
diseases, which afflict humans and other animals, are caused by infectious agents transmitted by tick bites. They are caused by infection with a variety of
Tick-borne_disease
Swarm is an open-source agent-based modeling simulation package, useful for simulating the interaction of agents (social or biological) and their emergent
Swarm_(simulation)
Activation or suppression of the immune system to treat disease
which obtained FDA clearance. The current approaches for DC-based vaccination are mainly based on antigen loading on in vitro-generated DCs from monocytes
Immunotherapy
Machine learning technique
intelligent agent with human preferences. It involves training a reward model to represent preferences, which can then be used to train other models through
Reinforcement learning from human feedback
Reinforcement_learning_from_human_feedback
Inference method used in AI expert systems
In artificial intelligence, model-based reasoning refers to an inference method used in expert systems based on a model of the physical world. With this
Model-based_reasoning
Protocol for communicating between LLMs and applications
standardize the AI agent era". TechCrunch. Retrieved 2025-12-10. "Architecture overview". Model Context Protocol. Retrieved 2026-06-22. "Model Context Protocol"
Model_Context_Protocol
Type of plane partition
00027985. Laver, Michael; Sergenti, Ernest (2012). Party competition: an agent-based model. Princeton: Princeton University Press. ISBN 978-0-691-13903-6. Bock
Voronoi_diagram
AGENT BASED-MODEL
AGENT BASED-MODEL
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.
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.
Boy/Male
Christian, Hindu, Indian
Gentleman
Girl/Female
British, English
A Beautiful Girl
Female
Egyptian
, the Hidden.
Boy/Male
Muslim/Islamic
Smiling
Boy/Male
Arabic, Australian
Smiling
Boy/Male
Muslim/Islamic
Brave
Surname or Lastname
English
English : from an Old French personal name Amand, Amant (from Latin Amandus meaning ‘loveable’).German : variant spelling of Amend.
Girl/Female
British, English
Based
Girl/Female
Arabic, Muslim
Agent
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
Afghan, African, Arabic, Australian, Chinese, Greek, Indian, Muslim
Brave
Girl/Female
Muslim
Agent
Girl/Female
Muslim
Agent
Boy/Male
Australian, Danish, Dutch, German, Swedish
Eagle Ruler
Boy/Male
French
Born during Advent.
Boy/Male
Arabic, Australian
Agent
Girl/Female
Arabic, Muslim, Sindhi
Agent
Boy/Male
Muslim
Smiling
AGENT BASED-MODEL
AGENT BASED-MODEL
Girl/Female
Tamil
Mascara, Eye liner
Girl/Female
Muslim
Clouds with rain
Surname or Lastname
English
English : topographic name for someone living by a path, road, or watercourse, Middle English lode (the usual form from Old English gelÄd; compare Lade), or a habitational name from any of several minor places named with this word, for example Load in Somerset or Lode in Cambridgeshire and Gloucestershire.
Boy/Male
Tamil
Kartavya | கரà¯à®¤à®µà¯à®¯
Responsibilities, Duty
Female
Esperanto
Variant spelling of Esperanto Amika, AMICA means "friendly."
Boy/Male
Tamil
Of great beauty, Beautiful
Boy/Male
Assamese, Indian
Nackles
Boy/Male
American, Australian, British, Christian, Czechoslovakian, Danish, Dutch, English, French, German, Norse, Polish, Swedish, Swiss, Teutonic
Brilliant Hero; Northern Brightness; Shining from the North; Renowned Northerner; Famous Northmen
Girl/Female
Hindu
God of war, Also known as Kartikeya, Murugan
Boy/Male
British, English, Hebrew
God is Gracious
AGENT BASED-MODEL
AGENT BASED-MODEL
AGENT BASED-MODEL
AGENT BASED-MODEL
AGENT BASED-MODEL
n.
A pie; baked food.
n.
The number from which a mathematical table is constructed; as, the base of a system of logarithms.
a.
About; concerning; in respect; as, he said nothing anent this particular.
n.
A rustic play; -- called also prisoner's base, prison base, or bars.
a.
Of little, or less than the usual, height; of low growth; as, base shrubs.
a.
Not held by honorable service; as, a base estate, one held by services not honorable; held by villenage. Such a tenure is called base, or low, and the tenant, a base tenant.
a.
Deep or grave in sound; as, the base tone of a violin.
a.
Cased or covered with iron, as a vessel; ironclad.
n.
Same as Prison base.
imp. & p. p.
of Base
a.
Acting; -- opposed to patient, or sustaining, action.
a.
Morally low. Hence: Low-minded; unworthy; without dignity of sentiment; ignoble; mean; illiberal; menial; as, a base fellow; base motives; base occupations.
n.
One who exerts power, or has the power to act; an actor.
a.
Over against; as, he lives anent the church.
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.
n.
Wearing, or protected by, bases.
a.
Having a base, or having as a base; supported; as, broad-based.
a.
Alloyed with inferior metal; debased; as, base coin; base bullion.
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.
a.
Reduced; lowered; restrained; as, to speak with bated breath.