| Regret minimization experience replay in off-policy reinforcement learning XH Liu, Z Xue, J Pang, S Jiang, F Xu, Y Yu Advances in neural information processing systems 34, 17604-17615, 2021 | 44 | 2021 |
| How to guide your learner: Imitation learning with active adaptive expert involvement XH Liu, F Xu, X Zhang, T Liu, S Jiang, R Chen, Z Zhang, Y Yu arXiv preprint arXiv:2303.02073, 2023 | 11 | 2023 |
| Hybrid value estimation for off-policy evaluation and offline reinforcement learning XK Jin, XH Liu, S Jiang, Y Yu arXiv preprint arXiv:2206.02000, 2022 | 7 | 2022 |
| Foresight distribution adjustment for off-policy reinforcement learning R Chen, XH Liu, TS Liu, S Jiang, F Xu, Y Yu Proceedings of the 23rd International Conference on Autonomous Agents and …, 2024 | 6 | 2024 |
| The teaching dimension of regularized kernel learners H Qian, XH Liu, CX Su, A Zhou, Y Yu International Conference on Machine Learning, 17984-18002, 2022 | 5 | 2022 |
| Cascaded algorithm selection with extreme-region UCB bandit YQ Hu, XH Liu, SQ Li, Y Yu IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (10), 6782 …, 2021 | 5 | 2021 |
| Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation C Jia, F Zhang, YC Li, CX Gao, XH Liu, L Yuan, Z Zhang, Y Yu arXiv preprint arXiv:2403.07261, 2024 | 3 | 2024 |
| Offline Transition Modeling via Contrastive Energy Learning R Chen, C Jia, Z Huang, TS Liu, XH Liu, Y Yu Forty-first International Conference on Machine Learning, 0 | 3 | |
| Energy-guided diffusion sampling for offline-to-online reinforcement learning XH Liu, TS Liu, S Jiang, R Chen, Z Zhang, X Chen, Y Yu arXiv preprint arXiv:2407.12448, 2024 | | 2024 |
| Semantic Skill Extraction via Vision-Language Model Guidance for Efficient Reinforcement Learning TS Liu, XH Liu, R Chen, L Jin, P Wang, Z Zhang, Y Yu The Thirteenth International Conference on Learning Representations, 0 | | |
| Deep Demonstration Tracing: Learning Generalized Imitator for Runtime Imitation from a Single Demonstration XH Chen, J Ye, H Zhao, YC Li, XH Liu, H Shi, YY Xu, Z Ye, SH Yang, Y Yu, ... Forty-first International Conference on Machine Learning, 0 | | |
Shengyi JiangThe University of Hong KongDirección de correo verificada de cs.hku.hk