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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

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Ayhan Alp Aydeniz

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Preprint Aug 2026

Entropy-Augmented Multi-Objective Policy Optimization in Multiagent Systems

This work introduces an entropy-augmented policy evaluation strategy that incorporates an entropy bonus into agent fitness scores, discouraging behavioral homogeneity across the evolving population.

Jamie Santos, Ayhan Alp Aydeniz, Raghav Thakar et al. · 0 citations

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