| Qatten: A general framework for cooperative multiagent reinforcement learning Y Yang, J Hao, B Liao, K Shao, G Chen, W Liu, H Tang arXiv preprint arXiv:2002.03939, 2020 | 187 | 2020 |
| Smarts: An open-source scalable multi-agent rl training school for autonomous driving M Zhou, J Luo, J Villella, Y Yang, D Rusu, J Miao, W Zhang, M Alban, ... Conference on Robot Learning, 264-285, 2021 | 174 | 2021 |
| Neighborhood cognition consistent multi-agent reinforcement learning H Mao, W Liu, J Hao, J Luo, D Li, Z Zhang, J Wang, Z Xiao Proceedings of the AAAI conference on artificial intelligence 34 (05), 7219-7226, 2020 | 66 | 2020 |
| A survey on interpretable reinforcement learning C Glanois, P Weng, M Zimmer, D Li, T Yang, J Hao, W Liu arXiv preprint arXiv:2112.13112, 2021 | 56 | 2021 |
| Towards effective context for meta-reinforcement learning: an approach based on contrastive learning H Fu, H Tang, J Hao, C Chen, X Feng, D Li, W Liu Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 7457-7465, 2021 | 42 | 2021 |
| Efficient deep reinforcement learning via adaptive policy transfer T Yang, J Hao, Z Meng, Z Zhang, Y Hu, Y Cheng, C Fan, W Wang, W Liu, ... arXiv preprint arXiv:2002.08037, 2020 | 31 | 2020 |
| Triple-GAIL: a multi-modal imitation learning framework with generative adversarial nets C Fei, B Wang, Y Zhuang, Z Zhang, J Hao, H Zhang, X Ji, W Liu arXiv preprint arXiv:2005.10622, 2020 | 28 | 2020 |
| A multi-task reinforcement learning approach for navigating unsignalized intersections S Kai, B Wang, D Chen, J Hao, H Zhang, W Liu 2020 IEEE Intelligent Vehicles Symposium (IV), 1583-1588, 2020 | 24 | 2020 |
| Multi-Agent Interactions Modeling with Correlated Policies M Liu, M Zhou, W Zhang, Y Zhuang, J Wang, W Liu, Y Yu International Conference on Learning Representations (ICLR 2020), 2020 | 22 | 2020 |
| Differentiable logic machines M Zimmer, X Feng, C Glanois, Z Jiang, J Zhang, P Weng, D Li, J Hao, ... arXiv preprint arXiv:2102.11529, 2021 | 21 | 2021 |
| LHNN: Lattice hypergraph neural network for VLSI congestion prediction B Wang, G Shen, D Li, J Hao, W Liu, Y Huang, H Wu, Y Lin, G Chen, ... Proceedings of the 59th ACM/IEEE Design Automation Conference, 1297-1302, 2022 | 20 | 2022 |
| An efficient transfer learning framework for multiagent reinforcement learning T Yang, W Wang, H Tang, J Hao, Z Meng, H Mao, D Li, W Liu, Y Chen, ... Advances in neural information processing systems 34, 17037-17048, 2021 | 20 | 2021 |
| Generalizable cross-graph embedding for gnn-based congestion prediction A Ghose, V Zhang, Y Zhang, D Li, W Liu, M Coates 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 20 | 2021 |
| Neuro-symbolic hierarchical rule induction C Glanois, Z Jiang, X Feng, P Weng, M Zimmer, D Li, W Liu, J Hao International Conference on Machine Learning, 7583-7615, 2022 | 19 | 2022 |
| Cooperative multi-agent transfer learning with level-adaptive credit assignment T Zhou, F Zhang, K Shao, K Li, W Huang, J Luo, W Wang, Y Yang, H Mao, ... arXiv preprint arXiv:2106.00517, 2021 | 18 | 2021 |
| What about inputting policy in value function: Policy representation and policy-extended value function approximator H Tang, Z Meng, J Hao, C Chen, D Graves, D Li, C Yu, H Mao, W Liu, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8441-8449, 2022 | 16 | 2022 |
| TSV-aware topology generation for 3D clock tree synthesis W Liu, H Du, Y Wang, Y Ma, Y Xie, J Quan, H Yang International Symposium on Quality Electronic Design (ISQED), 300-307, 2013 | 16 | 2013 |
| Adaptive online packing-guided search for POMDPs C Wu, G Yang, Z Zhang, Y Yu, D Li, W Liu, J Hao Advances in Neural Information Processing Systems 34, 28419-28430, 2021 | 14 | 2021 |
| Whitespace-aware TSV arrangement in 3-D clock tree synthesis W Liu, Y Wang, G Chen, Y Ma, Y Xie, H Yang IEEE Transactions on Very Large Scale Integration (VLSI) Systems 23 (9 …, 2014 | 13 | 2014 |
| Learning symbolic rules for interpretable deep reinforcement learning Z Ma, Y Zhuang, P Weng, HH Zhuo, D Li, W Liu, J Hao arXiv preprint arXiv:2103.08228, 2021 | 11 | 2021 |
Hangyu Mao（毛航宇）SenseTime SCG/ResearchVerified email at pku.edu.cn
