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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Ionela Samuil

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Review Open access Aug 2026

Agent-Based Modeling and System Dynamics Integrated with AI and Analytical Methods: A Structured Review of Hybrid Approaches, Applications, and Future Directions for Decision Making in Complex Systems (2021–2026)

Six gaps and five priority directions for 2026–2030 are identified, including a minimum validation protocol, a standardized repository, and a dedicated interpretability framework for ML+ABM–SD hybrids that preserves causal transparency for decision making in complex systems.

Ionela Samuil, A. Ionică, Monica Leba · 0 citations

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