Fan-Ming Luo

13 papers A* 5Journal 8
YearRankTypeTitle / Venue / Authors
2024 J jnl
A survey on model-based reinforcement learning.
Sci. China Inf. Sci.
Fan-Ming Luo, Tian Xu, Hang Lai, Xiong-Hui Chen, Weinan Zhang, Yang Yu
2024 A* conf
Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate.
NeurIPS
Fan-Ming Luo, Zuolin Tu, Zefang Huang, Yang Yu
2024 J jnl
Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate.
CoRR
Fan-Ming Luo, Zuolin Tu, Zefang Huang, Yang Yu
2024 A* conf
Limited Preference Aided Imitation Learning from Imperfect Demonstrations.
ICML
Xingchen Cao, Fan-Ming Luo, Junyin Ye, Tian Xu, Zhilong Zhang, Yang Yu
2024 A* conf
Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning.
ICLR
Fan-Ming Luo, Tian Xu, Xingchen Cao, Yang Yu
2023 J jnl
Offline Model-Based Adaptable Policy Learning for Decision-Making in Out-of-Support Regions.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiong-Hui Chen, Fan-Ming Luo, Yang Yu, Qingyang Li, Zhiwei Qin, Wenjie Shang, Jieping Ye
2023 J jnl
Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning.
CoRR
Fan-Ming Luo, Tian Xu, Xingchen Cao, Yang Yu
2022 J jnl
A Survey on Model-based Reinforcement Learning.
CoRR
Fan-Ming Luo, Tian Xu, Hang Lai, Xiong-Hui Chen, Weinan Zhang, Yang Yu
2022 A* conf
Adapt to Environment Sudden Changes by Learning a Context Sensitive Policy.
AAAI
Fan-Ming Luo, Shengyi Jiang, Yang Yu, Zongzhang Zhang, Yi-Feng Zhang
2022 J jnl
Improve generated adversarial imitation learning with reward variance regularization.
Mach. Learn.
Yi-Feng Zhang, Fan-Ming Luo, Yang Yu
2022 J jnl
Transferable Reward Learning by Dynamics-Agnostic Discriminator Ensemble.
CoRR
Fan-Ming Luo, Xingchen Cao, Yang Yu
2022 J jnl
Unified Policy Optimization for Continuous-action Reinforcement Learning in Non-stationary Tasks and Games.
CoRR
Rong-Jun Qin, Fan-Ming Luo, Hong Qian, Yang Yu
2021 A* conf
Offline Model-based Adaptable Policy Learning.
NeurIPS
Xiong-Hui Chen, Yang Yu, Qingyang Li, Fan-Ming Luo, Zhiwei (Tony) Qin, Wenjie Shang, Jieping Ye