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cs.LG2026
EvoClawBench: Can Agents Learn Reusable Skills from Their Own Runs?
Zhiyuan Peng, Xin Yin, Chenhao Ying +5
Existing agent benchmarks primarily test task completion, tool use, or skill utility, but do not isolate whether a runtime can convert evidence from its own runs into reusable skil…
cs.LG2024
Privacy-Preserving UCB Decision Process Verification via zk-SNARKs
Xikun Jiang, He Lyu, Chenhao Ying +3
With the increasingly widespread application of machine learning, how to strike a balance between protecting the privacy of data and algorithm parameters and ensuring the verifiabi…