| Tptu: Task planning and tool usage of large language model-based ai agents J Ruan, Y Chen, B Zhang, Z Xu, T Bao, G Du, S Shi, H Mao, X Zeng, ... arXiv preprint arXiv:2308.03427, 2023 | 56 | 2023 |
| GCS: Graph-Based Coordination Strategy for Multi-Agent Reinforcement Learning J Ruan, Y Du, X Xiong, D Xing, X Li, L Meng, H Zhang, J Wang, B Xu Proceedings of the International Joint Conference on Autonomous Agents and …, 2022 | 34 | 2022 |
| DRL-based Adaptive Sharding for Blockchain-based Federated Learning Y Lin, Z Gao, H Du, J Kang, D Niyato, Q Wang, J Ruan, S Wan IEEE Transactions on Communications ( Early Access ), 2023 | 15 | 2023 |
| Tptu-v2: Boosting task planning and tool usage of large language model-based agents in real-world systems Y Kong, J Ruan, Y Chen, B Zhang, T Bao, S Shi, G Du, X Hu, H Mao, Z Li, ... arXiv preprint arXiv:2311.11315, 2023 | 10 | 2023 |
| Controlling large language model-based agents for large-scale decision-making: An actor-critic approach B Zhang, H Mao, J Ruan, Y Wen, Y Li, S Zhang, Z Xu, D Li, Z Li, R Zhao, ... arXiv preprint arXiv:2311.13884, 2023 | 9 | 2023 |
| Learning Multi-Agent Action Coordination via Electing First-Move Agent J Ruan, L Meng, X Xiong, D Xing, B Xu Proceedings of the International Conference on Automated Planning and …, 2022 | 5 | 2022 |
| Learning to Collaborate by Grouping: a Consensus-oriented Strategy for Multi-agent Reinforcement Learning J Ruan, X Hao, D Li, H Mao ECAI 2023 372, 2010-2017, 2023 | 4 | 2023 |
| Learning in bi-level markov games L Meng, J Ruan, D Xing, B Xu 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 4 | 2022 |
| Explainable reinforcement learning via a causal world model Z Yu, J Ruan, D Xing arXiv preprint arXiv:2305.02749, 2023 | 3 | 2023 |
| Reboost Large Language Model-based Text-to-SQL, Text-to-Python, and Text-to-Function--with Real Applications in Traffic Domain G Sui, Z Li, Z Li, S Yang, J Ruan, H Mao, R Zhao arXiv preprint arXiv:2310.18752, 2023 | 2 | 2023 |
| Mixture of personality improved spiking actor network for efficient multi-agent cooperation X Li, Z Ni, J Ruan, L Meng, J Shi, T Zhang, B Xu Frontiers in Neuroscience 17, 1219405, 2023 | 2 | 2023 |
| Task-Prompt Generalised World Model in Multi-Environment Offline Reinforcement Learning X Xiong, L Meng, J Ruan, Q Zhang, G Li, D Xing, B Xu ECAI 2023, 2776-2783, 2023 | 2 | 2023 |
| DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge J Lu*, J Ruan*, H Jiang, Z Li, H Mao, R Zhao arXiv preprint arXiv:2312.14532, 2023 | 1 | 2023 |
| Cardsformer: Grounding Language to Learn a Generalizable Policy in Hearthstone WXYYJRDXB Xu ECAI 2023, 2720-2727, 2023 | 1 | 2023 |
| Balancing exploration and exploitation in hierarchical reinforcement learning via latent landmark graphs Q Zhang, Y Yang, J Ruan, X Xiong, D Xing, B Xu 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 1 | 2023 |
| M3: Modularization for Multi-task and Multi-agent Offline Pre-training L Meng*, J Ruan*, X Xiong, X Li, X Zhang, D Xing, B Xu Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023 | 1 | 2023 |
| X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner H Jiang, Z Li, H Wei, X Xiong, J Ruan, J Lu, H Mao, R Zhao arXiv preprint arXiv:2404.12090, 2024 | | 2024 |
| UNeC: Unsupervised Exploring In Controllable Space X Xiong, L Meng, J Ruan, S Xu, B Xu ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
| MaDE: Multi-Scale Decision Enhancement for Multi-Agent Reinforcement Learning J Ruan, R Xie, X Xiong, S Xu, B Xu ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
| Enhancing Multi-agent Coordination via Dual-channel Consensus Q Zhang, K Wang, J Ruan, Y Yang, D Xing, B Xu Machine Intelligence Research 21 (2), 349-368, 2024 | | 2024 |
Linghui MengInstitute of Automation, Chinese Academy of Sciences, ChinaBestätigte E-Mail-Adresse bei ia.ac.cn
