Haoran Xu

发表

Model-Based Offline Planning with Trajectory Pruning

Xianyuan Zhan, Xiangyu Zhu, Haoran Xu, 2021, IJCAI.

Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer

Kenton Murray, Haoran Xu, Haoran Xu, 2022, NAACL-HLT.

Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations

Haoran Xu, Xianyuan Zhan, 2022, ICML.

Discriminator-Guided Model-Based Offline Imitation Learning

Ming Li, Heming Zhang, Xianyuan Zhan, 2022, Conference on Robot Learning.

Distance-Sensitive Offline Reinforcement Learning

Jingjing Liu, Xianyuan Zhan, Xiangyu Zhu, 2022, ArXiv.

A Policy-Guided Imitation Approach for Offline Reinforcement Learning

Xianyuan Zhan, Haoran Xu, Jianxiong Li, 2022, ArXiv.

ECoalVis: Visual Analysis of Control Strategies in Coal-fired Power Plants

Di Weng, Zikun Deng, Xianyuan Zhan, 2022, IEEE Transactions on Visualization and Computer Graphics.

DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning

Xianyuan Zhan, Haoran Xu, Yusen Huo, 2021, AAAI.

Constraints Penalized Q-Learning for Safe Offline Reinforcement Learning

Xianyuan Zhan, Xiangyu Zhu, Haoran Xu, 2021, AAAI.

Mind the Gap: Offline Policy Optimization for Imperfect Rewards

Qing-Shan Jia, Xianyuan Zhan, Haoran Xu, 2023, ICLR.

A Policy-Guided Imitation Approach for Offline Reinforcement Learning

Xianyuan Zhan, Haoran Xu, Jianxiong Li, 2022, NeurIPS.

When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning

Xianyuan Zhan, Xiangyu Zhu, Haoran Xu, 2022, ICLR.

Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization

Zhuoran Yang, Zhaoran Wang, Xianyuan Zhan, 2023, ICLR.

NNSMT: Deep Neural Networks for SMT Solvers Fuzzing

Haoran Xu, Yongjun Wang, Zifu Yan, 2022, International Conference on Computing and Artificial Intelligence.

Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization

Xianyuan Zhan, Haoran Xu, Xiangsen Wang, 2023, NeurIPS.

Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning

Xianyuan Zhan, Haoran Xu, Huiling Qin, 2021, AAAI.

PROTO: Iterative Policy Regularized Offline-to-Online Reinforcement Learning

Jingjing Liu, Xianyuan Zhan, Haoran Xu, 2023, ArXiv.

An Android Malware Detection and Classification Approach Based on Contrastive Learning

Haoran Xu, Mantun Chen, Yongjun Wang, 2022, Computers & Security.

Curriculum Goal-Conditioned Imitation for Offline Reinforcement Learning

Xianyuan Zhan, Haoran Xu, Xiaoyun Feng, 2022, IEEE Transactions on Games.

Offline Reinforcement Learning with Imbalanced Datasets

Haoran Xu, Si-An Chen, Li Jiang, 2023, arXiv.org.

Discriminator-Guided Model-Based Offline Imitation Learning

Ming Li, Heming Zhang, Xianyuan Zhan, 2022, CoRL.

Offline Reinforcement Learning with Imbalanced Datasets

Haoran Xu, Li Jiang, Sijie Cheng, 2023, ArXiv.

ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update

Haoran Xu, Xianyuan Zhan, Liyuan Mao, 2024, ArXiv.