The authors constructed a dual-view SkillBank from trajectories produced by multiple teachers.
Aligned skills and rubrics improve multimodal agent training
SkillRubric turns procedural knowledge into both actor guidance and turn-level evaluation criteria, then improves the two through alternating validation.
Chinese Tech
Bingqing Jiang · Guoxi Zhang · Jasper Wang · Auric Wang · Bingning Wang · Tianyi Lin · +4 more
The University of Hong Kong · Peking University · WeChat, Tencent · The Hong Kong Polytechnic University · City University of Hong Kong
Research Digest··2 min read
Jiang and colleagues introduce SkillRubric, a framework that derives paired instructions and evaluation rubrics from reusable agent skills.
Why this paper
From WeChat, Tencent and 4 others
In one line
Representing each skill as both actor-facing guidance and an evaluator-facing rubric, then co-evolving them, improves multimodal agent planning and tool use.
What we could check
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