Author

Jiong Lou

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Open access Aug 2026

Adaptive AI Agent Migration via Generative Diffusion-based Reinforcement Learning in Edge Intelligence Systems

This work introduces a diffusion model as a generative prior to produce high-quality global deployment plans, effectively avoiding the local-optima problem common in conventional reinforcement learning.

Jie Gao, Xingdan Wang, Zhiqing Tang et al. · Tsinghua Science and Technol... · 0 citations

Conference Open access 2026

Evolving Agentic Workflow Driven by Human-Agent Collaboration

HFlow is proposed, an evolutionary framework for generating agentic workflows through human-agent collaboration that produces cost-effective and adaptive solutions, better aligning automated agen-tic systems with dynamic human needs.

Yuxin Liu, Jinxuan Zhang, Yuezhang Peng et al. · Annual Meeting of the Associ... · 1 citation