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Jiajun Chai
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2020 – today
- 2025
- [j4]Yuqian Fu
, Yuanheng Zhu
, Jiajun Chai
, Dongbin Zhao
:
LDR: Learning Discrete Representation to Improve Noise Robustness in Multiagent Tasks. IEEE Trans. Syst. Man Cybern. Syst. 55(1): 513-525 (2025) - 2024
- [j3]Jiajun Chai
, Yuanheng Zhu
, Dongbin Zhao
:
NVIF: Neighboring Variational Information Flow for Cooperative Large-Scale Multiagent Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 35(12): 17829-17841 (2024) - [c3]Jiajun Chai, Yuqian Fu, Dongbin Zhao, Yuanheng Zhu:
Aligning Credit for Multi-Agent Cooperation via Model-based Counterfactual Imagination. AAMAS 2024: 281-289 - [i4]Yuqian Fu, Yuanheng Zhu, Haoran Li, Zijie Zhao, Jiajun Chai, Dongbin Zhao:
CPEG: Leveraging Consistency Policy with Consensus Guidance for Multi-agent Exploration. CoRR abs/2411.03603 (2024) - 2023
- [j2]Jiajun Chai
, Weifan Li, Yuanheng Zhu
, Dongbin Zhao
, Zhe Ma, Kewu Sun, Jishiyu Ding:
UNMAS: Multiagent Reinforcement Learning for Unshaped Cooperative Scenarios. IEEE Trans. Neural Networks Learn. Syst. 34(4): 2093-2104 (2023) - [j1]Jiajun Chai
, Wenzhang Chen
, Yuanheng Zhu
, Zong-xin Yao, Dongbin Zhao
:
A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat. IEEE Trans. Syst. Man Cybern. Syst. 53(9): 5417-5429 (2023) - 2022
- [c2]Yuqian Fu, Jiajun Chai
, Yuanheng Zhu, Dongbin Zhao:
LILAC: Learning a Leader for Cooperative Reinforcement Learning. CoG 2022: 49-55 - [c1]Luntong Li, Zhiming Zhou, Jiajun Chai
, Zhen Liu, Yuanheng Zhu, Jianqiang Yi:
Learning Continuous 3-DoF Air-to-Air Close-in Combat Strategy using Proximal Policy Optimization. CoG 2022: 616-619 - [i3]Jiajun Chai, Weifan Li, Yuanheng Zhu, Dongbin Zhao, Zhe Ma, Kewu Sun, Jishiyu Ding:
UNMAS: Multi-Agent Reinforcement Learning for Unshaped Cooperative Scenarios. CoRR abs/2203.14477 (2022) - [i2]Jiajun Chai, Yuanheng Zhu, Dongbin Zhao:
NVIF: Neighboring Variational Information Flow for Large-Scale Cooperative Multi-Agent Scenarios. CoRR abs/2207.00964 (2022) - [i1]Jiajun Chai, Wenzhang Chen, Yuanheng Zhu, Zong-xin Yao, Dongbin Zhao:
A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat. CoRR abs/2212.03830 (2022)
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