Jianxun Wang

College of Engineering

Works (4)

Updated: January 21st, 2026 08:10

2025 article

Action-Dependent Optimality-Preserving Reward Shaping

Forbes, G. C., Wang, J., Villalobos-Arias, L., Jhala, A., & Roberts, D. I. (2025, May 28). (Vol. 5). Vol. 5.

By: G. Forbes n, J. Wang n, L. Villalobos-Arias n, A. Jhala n  & D. Roberts n

topics (OpenAlex): Reinforcement Learning in Robotics; Artificial Intelligence in Games; Multimodal Machine Learning Applications
Sources: NC State University Libraries, NC State University Libraries
Added: January 17, 2026

2025 article

Minding Motivation: The Effect of Intrinsic Motivation on Agent Behaviors

Villalobos-Arias, L., Forbes, G., Wang, J., Roberts, D. L., & Jhala, A. (2025, November 7). Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment.

By: L. Villalobos-Arias n, G. Forbes n, J. Wang n, D. Roberts n & A. Jhala n 

topics (OpenAlex): Reinforcement Learning in Robotics; Advanced Bandit Algorithms Research; Artificial Intelligence in Games
Sources: NC State University Libraries, NC State University Libraries
Added: November 22, 2025

2023 article

Dual-Submission Homework in Parallel Computer Architecture: An Exploratory Study in the Age of LLMs

Gehringer, E. F., Wang, J. G., & Jilla, S. K. (2023, June 17). Workshop On Computer Architecture Education, pp. 41–47.

By: E. Gehringer n , J. Wang n & S. Jilla  n

topics (OpenAlex): Innovative Teaching and Learning Methods; Collaborative Teaching and Inclusion
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UN Sustainable Development Goal Categories
4. Quality Education (Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 1, 2024

2022 article

Motion-Resilient ECG Signal Reconstruction from a Wearable IMU through Attention Mechanism and Contrastive Learning

Wang, J., Foster, M., Bozkurt, A., & Roberts, D. L. (2022, December 5). NINTH INTERNATIONAL CONFERENCE ON ANIMAL-COMPUTER INTERACTION, ACI 2022.

By: J. Wang n, M. Foster n , A. Bozkurt n  & D. Roberts n

author keywords: ECG; Inertial Measurement Unit; Machine Learning; Deep Neural Network
topics (OpenAlex): Non-Invasive Vital Sign Monitoring; Cardiovascular Conditions and Treatments; Phonocardiography and Auscultation Techniques
TL;DR: This study investigated two artificial neural network architectures to overcome severe noise artifacts in the IMU signal resulting from dogs’ movements and environmental factors and proposed and evaluated a machine learning framework that reconstructs ECG signals from IMU signals even under moderate to heavy movements. (via Semantic Scholar)
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Sources: Web Of Science, NC State University Libraries, ORCID
Added: December 18, 2023

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