الباحثون

Zihao Lin

المنشورات 2

نسخة أولية وصول مفتوح

Mixture of Self-Improving Branches For Agent Harness Optimization

Haoyu Dong, Yuhang Zhou, Zihao Lin وآخرون · 2026

Harness optimization provides a practical setting for recursive self-improvement (RSI), where agent-generated modifications inform subsequent changes through execution feedback. Recent work such as Meta-Harness implements this process through iterative code generation and evaluation, but retains a fixed development set …

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VideoGen-Agent: Reinforcing Video Generation Agents

Binxu Li, Haoyi Duan, Yuhui Zhang وآخرون · 2026

Recent advances in video generative models have enabled high-fidelity, temporally coherent video generation. However, these models often struggle to satisfy prompts requiring specialized knowledge, specific identities, physical consistency, or ordered events. In this paper, we present VideoGen-Agent, a multimodal agent …

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