Fan-Ming Luo

According to our database, Fan-Ming Luo authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate.

Fan-Ming Luo, Zuolin Tu, Zefang Huang, Yang Yu

CoRR, 2024

A survey on model-based reinforcement learning.

Fan-Ming Luo, Tian Xu, Hang Lai, Xiong-Hui Chen, Weinan Zhang, Yang Yu

Sci. China Inf. Sci., 2024

Limited Preference Aided Imitation Learning from Imperfect Demonstrations.

Xingchen Cao, Fan-Ming Luo, Junyin Ye, Tian Xu, Zhilong Zhang, Yang Yu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning.

Fan-Ming Luo, Tian Xu, Xingchen Cao, Yang Yu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Offline Model-Based Adaptable Policy Learning for Decision-Making in Out-of-Support Regions.

Xiong-Hui Chen, Fan-Ming Luo, Yang Yu, Qingyang Li, Zhiwei Qin, Wenjie Shang, Jieping Ye

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

2022

Improve generated adversarial imitation learning with reward variance regularization.

Yi-Feng Zhang, Fan-Ming Luo, Yang Yu

Mach. Learn., 2022

Unified Policy Optimization for Continuous-action Reinforcement Learning in Non-stationary Tasks and Games.

Rong-Jun Qin, Fan-Ming Luo, Hong Qian, Yang Yu

CoRR, 2022

Transferable Reward Learning by Dynamics-Agnostic Discriminator Ensemble.

Fan-Ming Luo, Xingchen Cao, Yang Yu

CoRR, 2022

Adapt to Environment Sudden Changes by Learning a Context Sensitive Policy.

Fan-Ming Luo, Shengyi Jiang, Yang Yu, Zongzhang Zhang, Yi-Feng Zhang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Offline Model-based Adaptable Policy Learning.

Xiong-Hui Chen, Yang Yu, Qingyang Li, Fan-Ming Luo, Zhiwei (Tony) Qin, Wenjie Shang, Jieping Ye

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021