| QPLEX: Duplex Dueling Multi-Agent Q-Learning J Wang, Z Ren, T Liu, Y Yu, C Zhang Ninth International Conference on Learning Representations (ICLR 2021), 2021 | 550 | 2021 |
| Exploration via Hindsight Goal Generation Z Ren, K Dong, Y Zhou, Q Liu, J Peng Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019), 2019 | 99 | 2019 |
| Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization J Wang, Z Ren, B Han, J Ye, C Zhang Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), 2021 | 61* | 2021 |
| Proximal Exploration for Model-guided Protein Sequence Design Z Ren, J Li, F Ding, Y Zhou, J Ma, J Peng Thirty-ninth International Conference on Machine Learning (ICML 2022), 2022 | 47 | 2022 |
| Generalizable Episodic Memory for Deep Reinforcement Learning H Hu, J Ye, G Zhu, Z Ren, C Zhang Thirty-eighth International Conference on Machine Learning (ICML 2021), 2021 | 43 | 2021 |
| Off-Policy Reinforcement Learning with Delayed Rewards B Han, Z Ren, Z Wu, Y Zhou, J Peng Thirty-ninth International Conference on Machine Learning (ICML 2022), 2022 | 41 | 2022 |
| Learning Long-Term Reward Redistribution via Randomized Return Decomposition Z Ren, R Guo, Y Zhou, J Peng Tenth International Conference on Learning Representations (ICLR 2022 Spotlight), 2022 | 39 | 2022 |
| On the Estimation Bias in Double Q-Learning Z Ren, G Zhu, H Hu, B Han, J Chen, C Zhang Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), 2021 | 24 | 2021 |
| Self-Organized Polynomial-Time Coordination Graphs Q Yang, W Dong, Z Ren, J Wang, T Wang, C Zhang Thirty-ninth International Conference on Machine Learning (ICML 2022), 2022 | 13 | 2022 |
| Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation Z Ren, A Liu, Y Liang, J Peng, J Ma Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022), 2022 | 12 | 2022 |
| Object-Oriented Dynamics Learning through Multi-Level Abstraction G Zhu, J Wang, Z Ren, Z Lin, C Zhang Thirty-fourth AAAI Conference on Artificial Intelligence (AAAI 2020), 2020 | 11 | 2020 |
| Full-Atom Peptide Design based on Multi-modal Flow Matching J Li, C Cheng, Z Wu, R Guo, S Luo, Z Ren, J Peng, J Ma Forty-first International Conference on Machine Learning (ICML 2024), 2024 | 7 | 2024 |
| Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework R Guo, R Wang, R Wu, Z Ren, J Li, S Luo, Z Wu, Q Liu, J Peng, J Ma Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS 2024), 2024 | 1 | 2024 |
| Bridging Distribution Gaps: Invariant Pattern Discovery for Dynamic Graph Learning Y Jin, M Wang, Y Xiong, Z Ren, C Huo, F Zhu, J Zhang, G Wang, H Chen World Wide Web 27 (4), 44, 2024 | | 2024 |
Chongjie zhangWashington University in St. LouisCorreu electrònic verificat a wustl.edu