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Weichen Wang

3 accepted papers

2026

Goal-Oriented Joint Source–Channel Coding: Distortion–Classification–Power Trade-off

ICASSP 2026poster

Joint source-channel coding is a compelling paradigm when low-latency and low-complexity communication is required. This work proposes a theoretical framework that integrates classification and anomaly detection within the conventional signal reconstruction objective. Assuming a Gaussian scalar sour…

Cited by 0SourcePDFScholar
2024

A Soft Robotic Finger Inspired by Biological Perception Models for Tactile Sensing

IROS 2024poster

Tactile sensing is pivotal for enabling effective human-robot interaction, especially in unstructured environments. This work introduces an innovative bioinspired soft robotic finger endowed with shape-adaptive and multi-modal tactile perception capabilities, drawing inspiration from diverse biologi…

Cited by 0SourceScholar
2021

Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time

ICML 2021spotlight

Recent years have witnessed the success of multi-agent reinforcement learning, which has motivated new research directions for mean-field control (MFC) and mean-field game (MFG), as the multi-agent system can be well approximated by a mean-field problem when the number of agents grows to be very lar…

Cited by 40SourcePDFScholar