Fan-Ming Luo

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Convergence Theorem

Continuous Action

Reinforcement Learning

Top Venues

Sci. China Inf. Sci.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Fan-Ming Luo, Zuolin Tu, Zefang Huang, Yang Yu
Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate. CoRR (2024)
Fan-Ming Luo, Tian Xu, Xingchen Cao, Yang Yu
Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning. ICLR (2024)
Fan-Ming Luo, Tian Xu, Hang Lai, Xiong-Hui Chen, Weinan Zhang, Yang Yu
A survey on model-based reinforcement learning. Sci. China Inf. Sci. 67 (2) (2024)
Fan-Ming Luo, Tian Xu, Xingchen Cao, Yang Yu
Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning. CoRR (2023)
Xiong-Hui Chen, Fan-Ming Luo, Yang Yu, Qingyang Li, Zhiwei Qin, Wenjie Shang, Jieping Ye
Offline Model-Based Adaptable Policy Learning for Decision-Making in Out-of-Support Regions. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Fan-Ming Luo, Shengyi Jiang, Yang Yu, Zongzhang Zhang, Yi-Feng Zhang
Adapt to Environment Sudden Changes by Learning a Context Sensitive Policy. AAAI (2022)
Rong-Jun Qin, Fan-Ming Luo, Hong Qian, Yang Yu
Unified Policy Optimization for Continuous-action Reinforcement Learning in Non-stationary Tasks and Games. CoRR (2022)
Fan-Ming Luo, Xingchen Cao, Yang Yu
Transferable Reward Learning by Dynamics-Agnostic Discriminator Ensemble. CoRR (2022)
Yi-Feng Zhang, Fan-Ming Luo, Yang Yu
Improve generated adversarial imitation learning with reward variance regularization. Mach. Learn. 111 (3) (2022)
Fan-Ming Luo, Tian Xu, Hang Lai, Xiong-Hui Chen, Weinan Zhang, Yang Yu
A Survey on Model-based Reinforcement Learning. CoRR (2022)
Xiong-Hui Chen, Yang Yu, Qingyang Li, Fan-Ming Luo, Zhiwei (Tony) Qin, Wenjie Shang, Jieping Ye
Offline Model-based Adaptable Policy Learning. NeurIPS (2021)