7 citations · 14 across the 6 of their papers we have counts for
6 papers
Boosting One-Point Derivative-Free Online Optimization via Residual Feedback
Yan Zhang, Yi Zhou, Kaiyi Ji +1
Zeroth-order optimization (ZO) typically relies on two-point feedback to estimate the unknown gradient of the objective function. Nevertheless, two-point feedback can not be used f…
A New One-Point Residual-Feedback Oracle For Black-Box Learning and Control
Yan Zhang, Yi Zhou, Kaiyi Ji +1
Zeroth-order optimization (ZO) algorithms have been recently used to solve black-box or simulation-based learning and control problems, where the gradient of the objective function…
Structured Production System (extended abstract)
Yi Zhou
In this extended abstract, we propose Structured Production Systems (SPS), which extend traditional production systems with well-formed syntactic structures. Due to the richness of…
From First-Order Logic to Assertional Logic
Yi Zhou
First-Order Logic (FOL) is widely regarded as one of the most important foundations for knowledge representation. Nevertheless, in this paper, we argue that FOL has several critica…
A Set Theoretic Approach for Knowledge Representation: the Representation Part
Yi Zhou
In this paper, we propose a set theoretic approach for knowledge representation. While the syntax of an application domain is captured by set theoretic constructs including individ…
A Logical Study of Partial Entailment
Yi Zhou, Yan Zhang
We introduce a novel logical notion--partial entailment--to propositional logic. In contrast with classical entailment, that a formula P partially entails another formula Q with re…