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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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Christina Reuter

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2 papers indexed here

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Open access Aug 2026

Modeling the environmental impact of production equipment in an ontology

Production equipment is often replaced or disposed of before its end of life, leading to an increase in waste and resource demand and increased cost for the procurement of new machinery. Transitioning to a circular economy is a possible solution to reduce the environmental impact by reusing and reselling production equ...

Nora Reinbold, Nicole Friesen, Markus Woerle et al. · 0 citations
Open access Aug 2026

Optimizing production planning and control: state space design in reinforcement learning

The results indicate that the methodology successfully identifies dominant state features, leading to an improved learning behavior and enhanced transparency in the RL agent’s decision-making process.

Marc Wegmann, Tobias Pfrang, Julian Stang et al. · 0 citations

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