| Pecan: Leveraging policy ensemble for context-aware zero-shot human-ai coordination X Lou, J Guo, J Zhang, J Wang, K Huang, Y Du arXiv preprint arXiv:2301.06387, 2023 | 24 | 2023 |
| An efficient end-to-end training approach for zero-shot human-AI coordination X Yan, J Guo, X Lou, J Wang, H Zhang, Y Du Advances in Neural Information Processing Systems 36, 2636-2658, 2023 | 12 | 2023 |
| Uncertainty-aware reward model: Teaching reward models to know what is unknown X Lou, D Yan, W Shen, Y Yan, J Xie, J Zhang arXiv preprint arXiv:2410.00847, 2024 | 11 | 2024 |
| Offline reinforcement learning with representations for actions X Lou, Q Yin, J Zhang, C Yu, Z He, N Cheng, K Huang Information Sciences 610, 746-758, 2022 | 9 | 2022 |
| Spo: Multi-dimensional preference sequential alignment with implicit reward modeling X Lou, J Zhang, J Xie, L Liu, D Yan, K Huang arXiv preprint arXiv:2405.12739, 2024 | 6 | 2024 |
| Safe reinforcement learning with free-form natural language constraints and pre-trained language models X Lou, J Zhang, Z Wang, K Huang, Y Du arXiv preprint arXiv:2401.07553, 2024 | 4 | 2024 |
| Position: Foundation agents as the paradigm shift for decision making X Liu, X Lou, J Jiao, J Zhang arXiv preprint arXiv:2405.17009, 2024 | 3 | 2024 |
| Leveraging Joint-Action Embedding in Multiagent Reinforcement Learning for Cooperative Games X Lou, J Zhang, Y Du, C Yu, Z He, K Huang IEEE Transactions on Games 16 (2), 470-482, 2023 | 3 | 2023 |
| Reward-robust rlhf in llms Y Yan, X Lou, J Li, Y Zhang, J Xie, C Yu, Y Wang, D Yan, Y Shen arXiv preprint arXiv:2409.15360, 2024 | 2 | 2024 |
| TAPE: leveraging agent topology for cooperative multi-agent policy gradient X Lou, J Zhang, TJ Norman, K Huang, Y Du Proceedings of the AAAI Conference on Artificial Intelligence 38 (16), 17496 …, 2024 | | 2024 |
| SPO: Multi-Dimensional Preference Alignment With Implicit Reward Modeling X Lou, J Zhang, J Xie, L Liu, D Yan, K Huang | | |
Junge ZHANGNational Laboratory of Pattern Recognition, CASIAยืนยันอีเมลแล้วที่ nlpr.ia.ac.cn