AgentSimulation offers a versatile open-source platform where developers define autonomous agents with behaviors like seek, flee, arrive, and obstacle avoidance. It delivers real-time visualization and customizable environments for rapid prototyping in agent-based modeling and educational use.
AI Platforms & Frameworks
Development Environment
#Multi-Agent-Simulation
#autonomous agents
#2D environment
#steering behaviors
#obstacle avoidance
#Python Library
#Real-time Visualization
#Pygame
#swarm intelligence
#interactive rules
#collision detection
#pathfinding
#customizable agents
#Rapid Prototyping
#educational simulations
#simulation framework
#Game Development
#AI interaction
#agent behaviors
#modular design
...
Promote this Tool
Update this Tool
AgentSimulation
AgentSimulation offers a versatile open-source platform where developers define autonomous agents with behaviors like seek, flee, arrive, and obstacle avoidance. It delivers real-time visualization and customizable environments for rapid prototyping in agent-based modeling and educational use.
AI Platforms & Frameworks
Development Environment
#Multi-Agent-Simulation
#autonomous agents
#2D environment
#steering behaviors
#obstacle avoidance
#Python Library
#Real-time Visualization
#Pygame
#swarm intelligence
#interactive rules
#collision detection
#pathfinding
#customizable agents
#Rapid Prototyping
#educational simulations
#simulation framework
#Game Development
#AI interaction
#agent behaviors
#modular design
...
Featured
What is AgentSimulation?
AgentSimulation is an open-source Python library built on Pygame for simulating multiple autonomous agents in a 2D environment. It allows users to configure agent properties, steering behaviors (seek, flee, wander), collision detection, pathfinding, and interactive rules. With real-time rendering and modular design, it supports rapid prototyping, teaching simulations, and small-scale research in swarm intelligence or multi-agent interactions.
Who will use AgentSimulation?
- AI researchers
- Educators and students
- Game developers prototyping AI
- Hobbyists interested in agent-based modeling
How to use the AgentSimulation?
- Step1: Clone the repository from GitHub
- Step2: Install required dependencies via pip (e.g., pygame)
- Step3: Define agent parameters and behaviors in the configuration file
- Step4: Run the main simulation script to launch the Pygame window
- Step5: Observe agents and tweak environment or behavior scripts
- Step6: Customize or extend behaviors by editing agent classes
Platform
- mac
- windows
- linux
AgentSimulation's Core Features & Benefits
The Core Features
- Multiple steering behaviors (seek, flee, arrive, wander)
- Customizable agent attributes (speed, acceleration)
- Obstacle and collision avoidance
- Real-time 2D visualization with Pygame
- Modular environment and agent interaction rules
The Benefits
- Rapid prototyping of multi-agent scenarios
- Easy-to-understand Python codebase
- Real-time visual feedback for teaching
- Fully extensible for custom behaviors
AgentSimulation's Main Use Cases & Applications
- Educational demos in AI and robotics courses
- Prototyping game AI and NPC behaviors
- Research on swarm intelligence and collective behavior
- Interactive visualizations for agent-based studies
FAQs of AgentSimulation
AgentSimulation Company Information
- Kaastor
AgentSimulation Reviews
5/5
AgentSimulation's Main Competitors and alternatives?
- NetLogo
- RePast
- MASON
You may also like:
1.5M
14.58% AI design agent automates workflow creating images, videos, 3D models up to 10x faster.
1.2K
54.15% AI-driven chatbot for top OnlyFans creators.
325.8K
27.42% Aixbt is a tokenized AI Agent optimizing revenue across applications.
937
theGist AI Workspace unifies work apps with AI for improved productivity.
44.0K
11.03% Generate brand visuals and copy using AI to boost e-commerce sales.
1.4K
55.44% GPTConsole is an AI agent designed for streamlined conversation and task automation.
--
GenSphere is an AI agent that automates data analysis and provides insights for informed decision-making.
6.8K
63.82% Nullify automates the entire AppSec program for security teams using AI-driven solutions.
77.6K
18.77% Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
30.8K
21.51% Langbase is an AI agent that generates and analyzes natural language content efficiently.
719
36.79% AiTerm: AI Terminal Assistant converting natural language to commands.
--
Generate intriguing facts effortlessly with our AI-powered tool.
1.2K
100.00% Revolutionary AI that sees, hears, and communicates in real time.
17.9K
41.82% Automate your job applications and find the perfect job with AI technology.
413
100.00% Intellika AI enables seamless automation of data analysis and reporting for businesses.
--
ScholarRoll helps students find and apply for scholarships easily.
37.2K
68.25% OneReach AI simplifies interactions by automating customer engagement through intelligent messaging.
594
100.00% Phoenix AI Assistant helps streamline tasks using intelligent automation and personalized support.
8.6K
37.99% Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
78.1K
46.49% Letta is an AI agent that handles email responses efficiently and accurately.
18.4K
42.19% Moddy is an AI agent designed to enhance multi-repo code transformation.
3.6M
17.63% Windsurf AI Agent helps optimize windsurfing conditions and gear recommendations.
438.6K
31.69% Cody AI helps developers write, review, and understand code efficiently.
199.8K
10.19% A solution for building customizable AI agents with LangChain on AWS Bedrock, leveraging foundation models and custom tools.
1.1M
28.27% scenario-go is a Go SDK for defining complex LLM-driven conversational workflows, managing prompts, context, and multi-step AI tasks.
--
A ROS-based framework for multi-robot collaboration enabling autonomous task allocation, planning, and coordinated mission execution in teams.
--
An open-source visual IDE enabling AI engineers to build, test, and deploy agentic workflows 10x faster.
--
LangGraph Learn offers an interactive GUI to design and execute graph-based AI agent workflows, visualizing language model chains.
--
AIDE provides AI-powered code generation, debugging, documentation and package management within an integrated web IDE.
381.3K
19.05% Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
--
A methodology offering twelve best practices to design, configure, and deploy scalable, maintainable AI Agents.
--
A Python framework for constructing multi-step reasoning pipelines and agent-like workflows with large language models.
--
SARL is an agent-oriented programming language and runtime providing event-driven behaviors and environment simulation for multi-agent systems.
--
AI Library is a developer platform for building and deploying customizable AI agents using modular chains and tools.
--
RModel is an open-source AI agent framework orchestrating LLMs, tool integration, and memory for advanced conversational and task-driven applications.
--
Provides a FastAPI backend for visual graph-based orchestration and execution of language model workflows in LangGraph GUI.
362
100.00% CodeBeaver is an AI agent that assists in coding and debugging tasks efficiently.
16.4K
100.00% AveHR is an AI-driven human resources agent for streamlining HR tasks.
--
OpenSpiel provides a library of environments and algorithms for research in reinforcement learning and game theoretic planning.
--
An autonomous AI agent that writes, tests, and refactors code projects using LLMs with iterative test-driven development.
69.6K
13.79% SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.