EthicalEvalMAS is an open-source framework designed to systematically evaluate ethical behavior of multi-agent systems. It offers customizable scenario generation, ethical metrics, evaluation scripts, and result visualization for in‐depth compliance and fairness analysis.
AI Platforms & Frameworks
Research
Other
#ethical evaluation
#multi-agent systems
#scenario generation
#automated assessments
#Ethics in AI
#privacy metrics
#justice and fairness
#transparency in algorithms
#customizable benchmarking
#reproducible results
#visual reporting tools
#systematic analysis of ethics
#Cross-Platform Solutions
#agent behavior evaluation
#open-source ethics
#beneficence in AI
#modular architecture
#user-defined metrics
#ethical performance
#data protection standards
...
Promote this Tool
Update this Tool
EthicalEvalMAS
EthicalEvalMAS is an open-source framework designed to systematically evaluate ethical behavior of multi-agent systems. It offers customizable scenario generation, ethical metrics, evaluation scripts, and result visualization for in‐depth compliance and fairness analysis.
AI Platforms & Frameworks
Research
Other
#ethical evaluation
#multi-agent systems
#scenario generation
#automated assessments
#Ethics in AI
#privacy metrics
#justice and fairness
#transparency in algorithms
#customizable benchmarking
#reproducible results
#visual reporting tools
#systematic analysis of ethics
#Cross-Platform Solutions
#agent behavior evaluation
#open-source ethics
#beneficence in AI
#modular architecture
#user-defined metrics
#ethical performance
#data protection standards
...
Featured
What is EthicalEvalMAS?
EthicalEvalMAS provides a modular environment to assess multi-agent systems across key ethical dimensions such as justice, autonomy, privacy, transparency, and beneficence. Users can generate custom scenarios or use built-in templates, define bespoke metrics, execute automated evaluation scripts, and visualize outcomes through built-in reporting tools. Its extensible architecture supports integration with existing MAS platforms and facilitates reproducible ethical benchmarking across different agent behaviors.
Who will use EthicalEvalMAS?
- AI researchers
- Multi-agent system developers
- Ethics compliance teams
- Academic institutions
How to use the EthicalEvalMAS?
- Step1: Clone the repository from GitHub.
- Step2: Install Python dependencies via `pip install -r requirements.txt`.
- Step3: Define or select ethical scenarios and metrics in the config files.
- Step4: Run the evaluation scripts on your agent logs: `python evaluate.py`.
- Step5: Review generated reports and visualizations in the `results/` directory.
Platform
- mac
- windows
- linux
EthicalEvalMAS's Core Features & Benefits
The Core Features
- Customizable scenario generation
- Ethical metric definitions
- Automated evaluation scripts
- Result visualization and reporting
- Modular, extensible architecture
The Benefits
- Systematic ethical analysis
- Open-source and extensible
- Cross-platform compatibility
- Reproducible benchmarking
- Detailed visual reports
EthicalEvalMAS's Main Use Cases & Applications
- Assessing fairness in agent interactions
- Benchmarking privacy compliance
- Evaluating autonomy constraints
- Educational tool for ethics courses
FAQs of EthicalEvalMAS
EthicalEvalMAS Company Information
- Abeer Dyoub
EthicalEvalMAS Reviews
5/5
EthicalEvalMAS's Main Competitors and alternatives?
- AI Fairness 360
- EthicsEval
- OpenEthics Framework
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.
108.0K
19.13% Macaron is a personal AI agent that helps you live better by building mini-apps and remembering what matters.
4.3M
14.92% AI agent that finds relevant research papers, summarizes findings, compares studies, and exports citations.
966.0K
15.02% Connected Papers is a visual tool to explore similar academic papers.
--
A ChatGPT plugin that ingests web pages and PDFs for interactive Q&A and document search via AI.
--
GetWebsite.Report offers comprehensive auditing and analysis of web pages for enhanced performance and SEO.
1.6K
74.17% Refocus provides comprehensive online courses to help learners gain IT skills and secure jobs.
884
100.00% Effortlessly connect for backlink exchanges and boost your SEO with RankChase.
64.6K
81.02% PathAI enhances pathology with AI-driven image analysis and diagnostics.
381.3K
19.05% Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
736.7K
45.13% Moody's Research Assistant offers insightful analysis and research capabilities for financial professionals.
--
An AI agent automating literature reviews, summarizing papers, and organizing research insights for academic workflows.
3.0K
83.82% Professional academic writing services for all levels.
19.8K
100.00% UserCue automates market research using AI-driven interviews, providing insights within hours.
8.6K
37.99% Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
277
92.12% Mirtilla is an AI agent designed for personalized data analysis and insights.
24.0K
26.67% GPT Researcher is an AI agent that accelerates literature reviews and research synthesis.
69.6K
13.79% SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
21.7K
100.00% LabAnalyzer is an AI agent for real-time data analysis and visualization.
--
An AI agent that calculates your body shape using advanced algorithms.
--
A ROS-based multi-robot system for autonomous cooperative search and rescue missions with real-time coordination.
--
An interactive web tool for creating and sharing NFL playoff predictions.
342
58.89% Create and share realistic fake images using My Fake Snap's advanced AI technology.