publications

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2025

  1. ICLR 2025
    DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agent
    Taiyi Wang, Zhihao Wu, Jianheng Liu, and 3 more authors
    In The International Conference on Learning Representations (ICLR), 2025
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  2. ICLR 2025 Spotlight
    SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation
    Jingxuan Chen, Derek Yuen, Bin Xie, and 8 more authors
    In The International Conference on Learning Representations (ICLR), 2025
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2024

  1. arXiv
    OCMDP: Observation-Constrained Markov Decision Process
    Taiyi Wang, Jianheng Liu, Bryan Lee, and 2 more authors
    arXiv preprint arXiv:2411.07087, 2024
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2023

  1. arXiv
    Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning
    Filippos Christianos, Georgios Papoudakis, Matthieu Zimmer, and 8 more authors
    arXiv preprint arXiv:2312.14878, 2023
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2022

  1. IEEE ICC
    Measurement-Driven Flow Selection for Open vSwitch Offload
    Zhihao Wu, Xulu Fan, and Khaled Harfoush
    In ICC 2022-IEEE International Conference on Communications, 2022
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