Runze Liu

According to our database, Runze Liu authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

A Large Language Model-Driven Reward Design Framework via Dynamic Feedback for Reinforcement Learning.

Shengjie Sun, Runze Liu, Jiafei Lyu, Jingwen Yang, Liangpeng Zhang, Xiu Li

CoRR, 2024

PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation.

Runze Liu, Yali Du, Fengshuo Bai, Jiafei Lyu, Xiu Li

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

SEABO: A Simple Search-Based Method for Offline Imitation Learning.

Jiafei Lyu, Xiaoteng Ma, Le Wan, Runze Liu, Li Xiu, Zongqing Lu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Enhancing Visual Generalization in Reinforcement Learning with Cycling Augmentation.

Shengjie Sun, Jiafei Lyu, Lu Li, Jiazhe Guo, Mengbei Yan, Runze Liu, Xiu Li

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023

Zero-shot Preference Learning for Offline RL via Optimal Transport.

Runze Liu, Yali Du, Fengshuo Bai, Jiafei Lyu, Xiu Li

CoRR, 2023

2022

Meta-Reward-Net: Implicitly Differentiable Reward Learning for Preference-based Reinforcement Learning.

Runze Liu, Fengshuo Bai, Yali Du, Yaodong Yang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022