Hebin Liang

According to our database, Hebin Liang authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

Rethinking Decision Transformer via Hierarchical Reinforcement Learning.

Yi Ma, Jianye Hao, Hebin Liang, Chenjun Xiao

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

Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback.

Yifu Yuan, Jianye Hao, Yi Ma, Zibin Dong, Hebin Liang, Jinyi Liu, Zhixin Feng, Kai Zhao, Yan Zheng

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

A Hierarchical Imitation Learning-based Decision Framework for Autonomous Driving.

Hebin Liang, Zibin Dong, Yi Ma, Xiaotian Hao, Yan Zheng, Jianye Hao

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

SplitNet: A Reinforcement Learning Based Sequence Splitting Method for the MinMax Multiple Travelling Salesman Problem.

Hebin Liang, Yi Ma, Zilin Cao, Tianyang Liu, Fei Ni, Zhigang Li, Jianye Hao

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Driving SMARTS Competition at NeurIPS 2022: Insights and Outcome.

Amir Rasouli, Soheil Alizadeh, Iuliia Kotseruba, Yi Ma, Hebin Liang, Yuan Tian, Zhiyu Huang, Haochen Liu, Jingda Wu, Randy Goebel, Tianpei Yang, Matthew E. Taylor, Liam Paull, Xi Chen

Proceedings of the NeurIPS 2022 Competition Track, 2021