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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

Jian Yuan

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Book Open access Aug 2026

Learn to Coordinate City-Scale Virtual Power Plants: A Reasoning-Guided Evolutionary Framework for Hierarchical Heterogeneous Device Scheduling

VPPEvolve is a reasoning-guided evolutionary framework for hierarchical VPP scheduling that tackles three key challenges through three complementary designs: an evolvable chained program representation that formalizes hierarchical VPP dynamics through executable structures; a spatio-temporal profiling and reflection mo...

Jinwei Zeng, Guozhen Zhang, Min-Bo Ma et al. · 0 citations
Review Open access Aug 2026

Reinforcement Learning in the Era of Large Language Models: Challenges and Opportunities

A systematic literature review on how RL are adapted and scaled as a fundamental post-training tools and how innovations in the RL pipeline enhance the domain-specific LLMs is conducted.

Qianyue Hao, Lin Chen, Xiao-Qian Qi et al. · 1 citation

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