Learning task-relevant representations for generalization via characteristic functions of reward sequence distributions R Yang, J Wang, Z Geng, M Ye, S Ji, B Li, F Wu Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 18 | 2022 |
Decomposed soft actor-critic method for cooperative multi-agent reinforcement learning Y Pu, S Wang, R Yang, X Yao, B Li arXiv preprint arXiv:2104.06655, 2021 | 17 | 2021 |
Robust representation learning by clustering with bisimulation metrics for visual reinforcement learning with distractions Q Liu, Q Zhou, R Yang, J Wang Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 8843-8851, 2023 | 6 | 2023 |
Structural parameter space exploration for reinforcement learning via a matrix variate distribution S Wang, R Yang, B Li, Z Kan IEEE Transactions on Emerging Topics in Computational Intelligence 7 (4 …, 2022 | 4 | 2022 |
State sequences prediction via fourier transform for representation learning M Ye, Y Kuang, J Wang, Y Rui, W Zhou, H Li, F Wu Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
Generalization in Visual Reinforcement Learning with the Reward Sequence Distribution J Wang, R Yang, Z Geng, Z Shi, M Ye, Q Zhou, S Ji, B Li, Y Zhang, F Wu arXiv preprint arXiv:2302.09601, 2023 | 1 | 2023 |
Soft Adversarial Offline Reinforcement Learning via Reducing the Attack Strength for Generalization W Qiao, R Yang Proceedings of the 2024 16th International Conference on Machine Learning …, 2024 | | 2024 |