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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

Li Zhang

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Conference Jul 2026

A Multi-Agent Stackelberg Game for Coordinated Electricity-Price Regulation and Benefit Allocation in Source–Grid–Load–Storage Systems

Investment in source-grid-load-storage (SGLS) systems is distorted by market power: renewable, storage and demand-response (DR) agents withhold output and under-build flexibility. This paper formulates a two-level Stackelberg game in which a regulator sets a renewable premium σR (CNY/MWh) and a peak flexibility payment...

Jie Teng, Chang Liu, Luo Huang et al. · 0 citations
Open access Jul 2026

Expert-guided optimization for load transfer in distribution networks assisted by virtual power plants

Simulation results demonstrate that the proposed expert-guided and virtual power plant (VPP)-assisted load transfer optimization framework achieves faster service restoration, higher load recovery ratios, and significantly fewer voltage violation events than conventional reinforcement learning approaches.

Lu Chen, Jinhu Fang, Xiaona Lv et al. · 0 citations

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