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Jing-Xuan Zhou

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Conference Aug 2026

DSS-Skills: A Decision-Workflow Taxonomy of Reusable Procedural Capabilities for Decision Support Systems

Decision support systems (DSS) increasingly combine data, models, rules, workflows, and agentic tool use, but they still offer limited support for establishing the defensibility of decision outputs: framing the problem, qualifying evidence, bounding claims, generating options, comparing alternatives, and learning from...

Yu-Han Lu, Shuai Zhang, Jing-Xuan Zhou · 0 citations
Conference Aug 2026

Byzantine-Resilient Federated Policy Gradient for Reinforcement Learning

Federated reinforcement learning (FedRL) permits agents to optimize a shared policy without exchanging raw trajectories, but noisy policy-gradient estimates make malicious updates difficult to distinguish from honest variation. We propose FedPG-BR, which couples stochastic variance-reduced policy gradient (SVRPG) updat...

Wen-Yuan Tian, Jing-Xuan Zhou, Miao Yu et al. · 0 citations

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