Publications

2024

1. 

   Context-aware Communication for Multi-agent Reinforcement Learning

   Xinran Li, and Jun Zhang

   In Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

   Bib PDF Code

   @inproceedings{li2024CACOM,
     title = {Context-aware Communication for Multi-agent Reinforcement Learning},
     author = {Li, Xinran and Zhang, Jun},
     booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems},
     pages = {1156--1164},
     year = {2024},
   }

2. 

   Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning

   Xinran Li, Ling Pan, and Jun Zhang

   In Advances in Neural Information Processing Systems, 2024

   Bib PDF Video Code

   @inproceedings{li2024kaleidoscope,
     title = {Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning},
     author = {Li, Xinran and Pan, Ling and Zhang, Jun},
     booktitle = {Advances in Neural Information Processing Systems},
     year = {2024},
   }

3. 

   Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning

   Xinran Li, Zifan Liu, Shibo Chen, and Jun Zhang

   In Proceedings of the 41st International Conference on Machine Learning, 2024

   Bib PDF Video Code

   @inproceedings{liindividual,
     title = {Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning},
     author = {Li, Xinran and Liu, Zifan and Chen, Shibo and Zhang, Jun},
     booktitle = {Proceedings of the 41st International Conference on Machine Learning},
     year = {2024},
   }

2023

1. 

   AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning

   Xuefeng Wang^*, Xinran Li^*, Jiawei Shao, and Jun Zhang

   In Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems, 2023

   Bib PDF

   @inproceedings{wang2023AC2C,
     title = {AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning},
     author = {Wang, Xuefeng and Li, Xinran and Shao, Jiawei and Zhang, Jun},
     booktitle = {Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems},
     pages = {427--435},
     year = {2023},
   }

2022

1. 

   SWIPT-enabled cellular-connected UAV: Energy harvesting and data transmission

   Xinran Li, Xiaohui Zhou, and Salman Durrani

   In 2022 IEEE International Conference on Communications Workshops (ICC Workshops), 2022

   Bib PDF

   @inproceedings{li2022swipt,
     title = {SWIPT-enabled cellular-connected UAV: Energy harvesting and data transmission},
     author = {Li, Xinran and Zhou, Xiaohui and Durrani, Salman},
     booktitle = {2022 IEEE International Conference on Communications Workshops (ICC Workshops)},
     pages = {1107--1112},
     year = {2022},
     organization = {IEEE},
   }