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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

Guorui Quan

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#artificial intelligence Aug 2024

TrafficGamer: Reliable and Flexible Traffic Simulation for Safety-Critical Scenarios with Game-Theoretic Oracles

This paper introduces TrafficGamer, which facilitates game-theoretic traffic simulation by viewing common road driving as a multi-agent game and demonstrates that the generated scenarios can dynamically adapt to equilibria of varying tightness by configuring risk-sensitive constraints during optimization.

Guan-Ren Qiao, Guorui Quan, Jia-Wei Yu et al. · 2 citations
Book Open access Jul 2026

Accelerating LLM-Based Algorithm Evolution for the 3D Container Loading Problem

This work proposes a pipeline that introduces a novel regularization architecture balancing performance and complexity, and mitigate the side effects of automated tuning through two novel components: a symbolic pruning mutator and a complexity-aware mutation gate that explicitly filters out mutations leading to excessi...

Guorui Quan, Mingfei Sun, Manuel López-Ibáñez et al. · 0 citations

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