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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

Hoi Leong Lee

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Open access Aug 2026

MST-HDQ: Multi-Scale temporal hash discriminative quantization for wearable sensor sequence recognition

MST-HDQ, a compact sequence-code learning framework that co-designs a sensor-aware large-kernel temporal encoder, wearable-sequence hierarchical attentive aggregation, a hash-discriminative quantization head, and a class-robust training objective, is proposed.

Yichao Diao, Hoi Leong Lee, Gang Jin · 0 citations
Open access Aug 2026

SkyAgent: A lightweight LLM-driven reinforcement learning framework for adaptive cooperative path planning of two UAVs

This work provides a feasible technical pathway and reproducible evaluation benchmark for the collaborative deployment of lightweight LLM planner, sub-goal guidance, sensor observations, cooperative reward, and reward shaping components and quantifies the indispensability of the LLM planner.

Yuting Cao, Zheng Zhao, Jiekai Wu et al. · 0 citations

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