Publications

Notation * indicates co-first authors.

2022

  1. Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables
    Mengdi XuPeide HuangYaru Niu, Visak Kumar, Jielin Qiu, Chao Fang, Kuan-Hui Lee, Xuewei Qi, Henry LamBo Li, and Ding Zhao
    In Preprint, under review, 2022
  2. Domain Knowledge Driven Pseudo Labels for Interpretable Goal-Conditioned Interactive Trajectory Prediction
    Lingfeng Sun*, Chen Tang*Yaru Niu, Enna Sachdeva, Chiho Choi, Teruhisa Misu, Masayoshi Tomizuka, and Wei Zhan
    In International Conference on Intelligent Robots and Systems (IROS), 2022
  3. Adaptable and Scalable Multi-Agent Graph-Attention Communication
    Yaru Niu
    Committee:  Matthew Gombolay Ayanna Howard and Sonia Chernova
    Master’s Thesis, Georgia Institute of Technology, 2022
  4. Learning Interpretable, High-Performing Policies for Autonomous Driving
    Rohan Paleja*Yaru Niu*Andrew Silva, Chace Ritchie, Sugju Choi, and Matthew Gombolay
    In Robotics: Science and Systems (RSS), 2022

2021

  1. Multi-Agent Graph-Attention Communication and Teaming
    Yaru Niu*Rohan Paleja*, and Matthew Gombolay
    In International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2021 (Oral)
    Best Paper Award at ICCV 2021 Mair2 Workshop [PDF] [Spotlight Talk]

2020

  1. Modification of Gesture-Determined-Dynamic Function with Consideration of Margins for Motion Planning of Humanoid Robots
    Zhijun ZhangLingdong KongYaru Niu, and Ziang Liang
    arXiv preprint arXiv:2008.06899, 2020

2018

  1. Real-Time Whole-Body Imitation by Humanoid Robots and Task-Oriented Teleoperation using an Analytical Mapping Method and Quantitative Evaluation
    Zhijun Zhang*Yaru Niu*, Ziyi Yan, and Shuyang Lin
    Applied Sciences, 2018
  2. Analysis of Influencing Factors on Humanoid Robots’ Emotion Expressions by Body Language
    Zhijun ZhangYaru Niu, Shangen Wu, Shuyang Lin, and Lingdong Kong
    In International Symposium on Neural Networks, 2018
  3. A Time-Varying-Constrained Motion Generation Scheme for Humanoid Robot Arms
    Zhijun ZhangLingdong Kong, and Yaru Niu
    In International Symposium on Neural Networks 2018