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cs.AI2026
From Explicit Elements to Implicit Intent: A Predefined Library for Auditable Behavioral Inference
Liu hung ming
We present SemantiClean, a modular framework for extracting structured semantic signals from e-commerce session data and driving pluggable inference targets including purchase inte…
cs.AI2025
AI Mother Tongue: Self-Emergent Communication in MARL via Endogenous Symbol Systems
Hung Ming Liu
In Decentralized Multi-Agent Reinforcement Learning (MARL), the development of Emergent Communication has long been constrained by the ``Joint Exploration Dilemma'', leading agents…