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.
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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.
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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
- Linux
- Mac
- Windows
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
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