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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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Fang-Yuan Si

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Open access 2026

Trajectory-Based Residual Deep Reinforcement Learning for Electric Vehicle Charging Scheduling With Grid Stability Constraints

Cooperative electric vehicle (EV) charging scheduling at an electric vehicle charging station (EVCS) must balance charging revenue, user service outcomes, and aggregate charging power. Threshold-triggered grid penalties introduce non-monotonic and non-additive reward characteristics that challenge conventional value-fa...

Ying-Hua Han, Rui-Bo Zhang, Zi-Heng Fan et al. · 0 citations

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