The authors represented an agent harness, the software scaffolding that organizes a language model's tools and behavior, as a set of plugins plus a workflow coordinating their execution.
Reusable plugins let agent harness improvements accumulate across tasks
PluginRSI evolves modular agent mechanisms independently, stores successful variants and recombines them into new harnesses.
Top University
Yaorui Shi · Yuchun Miao · Yuxin Chen · Jiayuan Zhang · Yueqing Sun · Xierui Song · +2 more
University of Science and Technology of China · Meituan · Wuhan University · National University of Singapore
Research Digest··2 min read
Shi et al.
Why this paper
From National University of Singapore and 3 others
In one line
PluginRSI improves harness optimization by accumulating and reusing independent plugins, outperforming existing methods across multiple tasks.
What we could check
- ·No code link found
- ·No weights link found
- ·No dataset link found
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- ·No stated limitations found
- ✓Reports numbers on named benchmarks
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