| A survey on deep reinforcement learning Q Liu, JW Zhai, ZZ Zhang, S Zhong, Q Zhou, P Zhang, J Xu Chinese Journal of Computers 41 (1), 1-27, 2018 | 160 | 2018 |
| Weighted double Q-learning Z Zhang, Z Pan, MJ Kochenderfer IJCAI-2017, 3455-3461, 2017 | 76 | 2017 |
| 深度强化学习综述 刘全， 翟建伟， 章宗长， 钟珊， 周倩， 章鹏， 徐进 计算机学报 41 (1), 1-27, 2018 | 71 | 2018 |
| A deep Bayesian policy reuse approach against non-stationary agents Y Zheng, Z Meng, J Hao, Z Zhang, T Yang, C Fan NeurIPS-2018, 954-964, 2018 | 64 | 2018 |
| Hierarchical deep multiagent reinforcement learning with temporal abstraction H Tang, J Hao, T Lv, Y Chen, Z Zhang, H Jia, C Ren, Y Zheng, Z Meng, ... arXiv preprint arXiv:1809.09332, 2018 | 54 | 2018 |
| Weighted double deep multiagent reinforcement learning in stochastic cooperative environments Y Zheng, Z Meng, J Hao, Z Zhang PRICAI-2018, 421-429, 2018 | 42 | 2018 |
| A survey on deep reinforcement learning L Quan, Z Jianwei, Z Zongchang, Z Shan, Z Qian Chinese Journal of Computers 41 (01), 1-27, 2018 | 42 | 2018 |
| Deep Q-learning with prioritized sampling J Zhai, Q Liu, Z Zhang, S Zhong, H Zhu, P Zhang, C Sun ICONIP-2016, 13-22, 2016 | 29 | 2016 |
| Covering number for efficient heuristic-based POMDP planning Z Zhang, D Hsu, WS Lee ICML-2014, 28-36, 2014 | 25 | 2014 |
| Efficient deep reinforcement learning via adaptive policy transfer T Yang, J Hao, Z Meng, Z Zhang, Y Hu, Y Chen, C Fan, W Wang, W Liu, ... IJCAI-2020, 3094-3100, 2020 | 21 | 2020 |
| Covering number as a complexity measure for POMDP planning and learning Z Zhang, M Littman, X Chen AAAI-2012, 1853-1859, 2012 | 20 | 2012 |
| 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 IJCAI-2020, 2929-2935, 2020 | 18 | 2020 |
| Thompson sampling based Monte-Carlo planning in POMDPs A Bai, F Wu, Z Zhang, X Chen ICAPS-2014, 28-36, 2014 | 18 | 2014 |
| Multi-Agent Incentive Communication via Decentralized Teammate Modeling L Yuan, J Wang, F Zhang, C Wang, Z Zhang, Y Yu, C Zhang AAAI-2022, 9466-9474, 2022 | 14 | 2022 |
| Efficient policy detecting and reusing for non-stationarity in Markov games Y Zheng, J Hao, Z Zhang, Z Meng, T Yang, Y Li, C Fan Autonomous Agents and Multi-Agent Systems 35 (1), 1-29, 2021 | 13 | 2021 |
| Efficient reinforcement learning in continuous state and action spaces with Dyna and policy approximation S Zhong, Q Liu, Z Zhang, Q Fu Frontiers of Computer Science 13 (1), 106-126, 2019 | 13 | 2019 |
| PLEASE: palm leaf search for POMDPs with large observation spaces Z Zhang, D Hsu, WS Lee, ZW Lim, A Bai ICAPS-2015, 249-257, 2015 | 13 | 2015 |
| FHHOP: A factored hybrid heuristic online planning algorithm for large POMDPs Z Zhang, X Chen UAI-2012, 934-943, 2012 | 11 | 2012 |
| Accelerating point-based POMDP algorithms via greedy strategies Z Zhang, X Chen SIMPAR-2010, 545-556, 2010 | 11 | 2010 |
| A framework of dual replay buffer: Balancing forgetting and generalization in reinforcement learning L Zhang, Z Zhang, Z Pan, Y Chen, J Zhu, Z Wang, M Wang, C Fan IJCAI Workshop on Scaling Up Reinforcement Learning (SURL), 2019 | 10 | 2019 |
Yan Zheng (郑 岩)Tianjin UniversityVerified email at tju.edu.cn
