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@inproceedings{DBLP:conf/icml/KangLYT0F24,
  author       = {Jikun Kang and
                  Romain Laroche and
                  Xingdi Yuan and
                  Adam Trischler and
                  Xue Liu and
                  Jie Fu},
  title        = {Think Before You Act: Decision Transformers with Working Memory},
  booktitle    = {Forty-first International Conference on Machine Learning, {ICML} 2024,
                  Vienna, Austria, July 21-27, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=PSQ5Z920M8},
  timestamp    = {Mon, 30 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KangLYT0F24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iwqos/WangLKTL24,
  author       = {Rongrong Wang and
                  Duc Van Le and
                  Jikun Kang and
                  Rui Tan and
                  Xue Liu},
  title        = {Incentive Temperature Control for Green Colocation Data Centers via
                  Reinforcement Learning},
  booktitle    = {32nd {IEEE/ACM} International Symposium on Quality of Service, IWQoS
                  2024, Guangzhou, China, June 19-21, 2024},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/IWQoS61813.2024.10682849},
  doi          = {10.1109/IWQOS61813.2024.10682849},
  timestamp    = {Sat, 12 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwqos/WangLKTL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2401-00907,
  author       = {Qianxi Li and
                  Yingyue Cao and
                  Jikun Kang and
                  Tianpei Yang and
                  Xi Chen and
                  Jun Jin and
                  Matthew E. Taylor},
  title        = {LaFFi: Leveraging Hybrid Natural Language Feedback for Fine-tuning
                  Language Models},
  journal      = {CoRR},
  volume       = {abs/2401.00907},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.00907},
  doi          = {10.48550/ARXIV.2401.00907},
  eprinttype    = {arXiv},
  eprint       = {2401.00907},
  timestamp    = {Mon, 15 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-00907.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2405-16265,
  author       = {Jikun Kang and
                  Xin Zhe Li and
                  Xi Chen and
                  Amirreza Kazemi and
                  Boxing Chen},
  title        = {MindStar: Enhancing Math Reasoning in Pre-trained LLMs at Inference
                  Time},
  journal      = {CoRR},
  volume       = {abs/2405.16265},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.16265},
  doi          = {10.48550/ARXIV.2405.16265},
  eprinttype    = {arXiv},
  eprint       = {2405.16265},
  timestamp    = {Tue, 18 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2405-16265.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icc/KangWWHLD23,
  author       = {Jikun Kang and
                  Di Wu and
                  Ju Wang and
                  Ekram Hossain and
                  Xue Liu and
                  Gregory Dudek},
  title        = {Multi-Agent Attention Actor-Critic Algorithm for Load Balancing in
                  Cellular Networks},
  booktitle    = {{IEEE} International Conference on Communications, {ICC} 2023, Rome,
                  Italy, May 28 - June 1, 2023},
  pages        = {5160--5165},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICC45041.2023.10279452},
  doi          = {10.1109/ICC45041.2023.10279452},
  timestamp    = {Mon, 02 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icc/KangWWHLD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2303-08003,
  author       = {Jikun Kang and
                  Di Wu and
                  Ju Wang and
                  Ekram Hossain and
                  Xue Liu and
                  Gregory Dudek},
  title        = {Multi-agent Attention Actor-Critic Algorithm for Load Balancing in
                  Cellular Networks},
  journal      = {CoRR},
  volume       = {abs/2303.08003},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.08003},
  doi          = {10.48550/ARXIV.2303.08003},
  eprinttype    = {arXiv},
  eprint       = {2303.08003},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-08003.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2305-16338,
  author       = {Jikun Kang and
                  Romain Laroche and
                  Xindi Yuan and
                  Adam Trischler and
                  Xue Liu and
                  Jie Fu},
  title        = {Think Before You Act: Decision Transformers with Internal Working
                  Memory},
  journal      = {CoRR},
  volume       = {abs/2305.16338},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.16338},
  doi          = {10.48550/ARXIV.2305.16338},
  eprinttype    = {arXiv},
  eprint       = {2305.16338},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-16338.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tsg/ChenBLKYH22,
  author       = {Tianyi Chen and
                  Shengrong Bu and
                  Xue Liu and
                  Jikun Kang and
                  F. Richard Yu and
                  Zhu Han},
  title        = {Peer-to-Peer Energy Trading and Energy Conversion in Interconnected
                  Multi-Energy Microgrids Using Multi-Agent Deep Reinforcement Learning},
  journal      = {{IEEE} Trans. Smart Grid},
  volume       = {13},
  number       = {1},
  pages        = {715--727},
  year         = {2022},
  url          = {https://doi.org/10.1109/TSG.2021.3124465},
  doi          = {10.1109/TSG.2021.3124465},
  timestamp    = {Tue, 28 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsg/ChenBLKYH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/corl/KangL0PLF22,
  author       = {Jikun Kang and
                  Miao Liu and
                  Abhinav Gupta and
                  Christopher Pal and
                  Xue (Steve) Liu and
                  Jie Fu},
  editor       = {Karen Liu and
                  Dana Kulic and
                  Jeffrey Ichnowski},
  title        = {Learning Multi-Objective Curricula for Robotic Policy Learning},
  booktitle    = {Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland,
                  New Zealand},
  series       = {Proceedings of Machine Learning Research},
  volume       = {205},
  pages        = {847--858},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v205/kang23a.html},
  timestamp    = {Thu, 19 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/corl/KangL0PLF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/globecom/KangWHLD22,
  author       = {Jikun Kang and
                  Ju Wang and
                  Chengming Hu and
                  Xue Liu and
                  Gregory Dudek},
  title        = {A Generalized Load Balancing Policy With Multi-Teacher Reinforcement
                  Learning},
  booktitle    = {{IEEE} Global Communications Conference, {GLOBECOM} 2022, Rio de Janeiro,
                  Brazil, December 4-8, 2022},
  pages        = {3096--3101},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/GLOBECOM48099.2022.10001096},
  doi          = {10.1109/GLOBECOM48099.2022.10001096},
  timestamp    = {Sun, 21 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/globecom/KangWHLD22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/globecom/HuCWLKXLWJPD21,
  author       = {Chengming Hu and
                  Xi Chen and
                  Ju Wang and
                  Hang Li and
                  Jikun Kang and
                  Yi Tian Xu and
                  Xue Liu and
                  Di Wu and
                  Seowoo Jang and
                  Intaik Park and
                  Gregory Dudek},
  title        = {{AFB:} Improving Communication Load Forecasting Accuracy with Adaptive
                  Feature Boosting},
  booktitle    = {{IEEE} Global Communications Conference, {GLOBECOM} 2021, Madrid,
                  Spain, December 7-11, 2021},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/GLOBECOM46510.2021.9685424},
  doi          = {10.1109/GLOBECOM46510.2021.9685424},
  timestamp    = {Fri, 26 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/globecom/HuCWLKXLWJPD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/globecom/WuKXLLCRJLPLD21,
  author       = {Di Wu and
                  Jikun Kang and
                  Yi Tian Xu and
                  Hang Li and
                  Jimmy Li and
                  Xi Chen and
                  Dmitriy Rivkin and
                  Michael Jenkin and
                  Taeseop Lee and
                  Intaik Park and
                  Xue Liu and
                  Gregory Dudek},
  title        = {Load Balancing for Communication Networks via Data-Efficient Deep
                  Reinforcement Learning},
  booktitle    = {{IEEE} Global Communications Conference, {GLOBECOM} 2021, Madrid,
                  Spain, December 7-11, 2021},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/GLOBECOM46510.2021.9685294},
  doi          = {10.1109/GLOBECOM46510.2021.9685294},
  timestamp    = {Thu, 16 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/globecom/WuKXLLCRJLPLD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icc/KangCWXLDLP21,
  author       = {Jikun Kang and
                  Xi Chen and
                  Di Wu and
                  Yi Tian Xu and
                  Xue Liu and
                  Gregory Dudek and
                  Taeseop Lee and
                  Intaik Park},
  title        = {Hierarchical Policy Learning for Hybrid Communication Load Balancing},
  booktitle    = {{ICC} 2021 - {IEEE} International Conference on Communications, Montreal,
                  QC, Canada, June 14-23, 2021},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICC42927.2021.9500379},
  doi          = {10.1109/ICC42927.2021.9500379},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icc/KangCWXLDLP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2110-03032,
  author       = {Jikun Kang and
                  Miao Liu and
                  Abhinav Gupta and
                  Chris Pal and
                  Xue Liu and
                  Jie Fu},
  title        = {Learning Multi-Objective Curricula for Deep Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2110.03032},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.03032},
  eprinttype    = {arXiv},
  eprint       = {2110.03032},
  timestamp    = {Thu, 19 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-03032.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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