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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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Xia-Hao Shi

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#reinforcement learning Book Open access Nov 2026

TUGB: A Two-stage Uncertainty-aware Generative Auto-Bidding Framework

Generative modeling, particularly Decision Transformers, shows promise in auto-bidding strategies. However, it struggles with limited exploration in static offline datasets, vulnerability to dynamic environmental shifts, and a reliance on heuristic return-to-go (RTG) specifications that may yield suboptimal performance...

Lu-Zhan Yuan, Chao Mi, Xia-Hao Shi et al. · 0 citations

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