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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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Shintaro Negishi

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Open access 2026

Unit-Commitment-Guided Online Learning for Day-Ahead Electricity Market Bidding

This paper proposes a unit-commitment-guided multi-armed bandit method for learning bidding strategies of a generation company participating in a day-ahead electricity market under generator constraints, award uncertainty, and imbalance settlement. The proposed method separates pre-market unit commitment (pre-UC), whic...

Shintaro Negishi, Yu Oikawa · 0 citations

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