Wei Zhang

Orcid: 0000-0002-1533-6979

Affiliations:
  • National University of Singapore, Department of Mechanical Engineering, Singapore


According to our database1, Wei Zhang authored at least 24 papers between 2017 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2025
Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning.
CoRR, May, 2025

DRL-DCLP: A Deep Reinforcement Learning-Based Dimension-Configurable Local Planner for Robot Navigation.
IEEE Robotics Autom. Lett., April, 2025

MAER-Nav: Bidirectional Motion Learning Through Mirror-Augmented Experience Replay for Robot Navigation.
CoRR, March, 2025

Integrating Chain-of-Thought for Multimodal Alignment: A Study on 3D Vision-Language Learning.
CoRR, March, 2025

Enhancing Deep Reinforcement Learning-based Robot Navigation Generalization through Scenario Augmentation.
CoRR, March, 2025

Beyond Visibility Limits: A DRL-Based Navigation Strategy for Unexpected Obstacles.
CoRR, March, 2025

Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
Corrected Soft Actor Critic for Continuous Control.
CoRR, 2024

Achieving Stable High-Speed Locomotion for Humanoid Robots with Deep Reinforcement Learning.
CoRR, 2024

DDCNN: A Promising Tool for Simulation-to-reality UAV Fault Diagnosis.
Proceedings of the IEEE International Conference on Cybernetics and Intelligent Systems, 2024

Assessing "Implicit" Retrieval Robustness of Large Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023
Difference-based Deep Convolutional Neural Network for Simulation-to-reality UAV Fault Diagnosis.
CoRR, 2023

Simulation-to-reality UAV Fault Diagnosis with Deep Learning.
CoRR, 2023

2021
Danger-Aware Adaptive Composition of DRL Agents for Self-Navigation.
Unmanned Syst., 2021

Learn to Navigate Maplessly With Varied LiDAR Configurations: A Support Point-Based Approach.
IEEE Robotics Autom. Lett., 2021

Enhancing the Generalization Performance and Speed Up Training for DRL-based Mapless Navigation.
CoRR, 2021

2020
An Evolutional Algorithm for Automatic 2D Layer Segmentation in Laser-aided Additive Manufacturing.
CoRR, 2020

Map-less Navigation: A Single DRL-based Controller for Robots with Varied Dimensions.
CoRR, 2020

2019
Behavior Switch for DRL-based Robot Navigation.
Proceedings of the 15th IEEE International Conference on Control and Automation, 2019

2018
ACDIN: Bridging the gap between artificial and real bearing damages for bearing fault diagnosis.
Neurocomputing, 2018

Danger-aware Weighted Advantage Composition of Deep Reinforcement Learning for Robot Navigation.
CoRR, 2018

Bearing Fault Diagnosis Using Fully-Connected Winner-Take-All Autoencoder.
IEEE Access, 2018

2017
A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals.
Sensors, 2017


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