Yuan Tian - Publications, H-index & Citations

田原 (Yuan Tian)

Tsinghua University

11H指数

42论文数

822被引数

收录论文 12

发表时间

Deep reinforcement learning with instance-invariant baseline regularization for joint retrieval and relocation scheduling in multi-deep warehouses 基于实例不变基线正则化的深度强化学习在多深层仓库中用于联合检索与重定位调度

Expert Systems with Applications

IF7.5

2026-09-30

PREAI

Li, Funing; Zhou, Jifeng; Tian, Yuan; Noortwyck, Ruben; Ounissi, Aya; Hong, Bingyuan; Wen, Kai; Kang, Qi; Schulz, Robert

Topology-aware and highly generalizable deep reinforcement learning for efficient retrieval in multi-deep storage systems 拓扑感知且高度泛化的深度强化学习，用于多深度存储系统中的高效检索

Journal of Intelligent Manufacturing

IF7.4

2025-09-06

OAAI

Funing Li; Yuan Tian; Ruben Noortwyck; Jifeng Zhou; Liming Kuang; Robert Schulz

Interactive symbolic regression with co-design mechanism through offline reinforcement learning 通过离线强化学习的协同设计机制的交互式符号回归

NATURE COMMUNICATIONS

IF15.7

2025-04-26

OAAI

Tian, Yuan; Zhou, Wenqi; Viscione, Michele; Dong, Hao; Kammer, David S.

A transformer-based deep reinforcement learning approach for dynamic parallel machine scheduling problem with family setups

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2024-08-08

OAAI

Li, Funing; Lang, Sebastian; Tian, Yuan; Hong, Bingyuan; Rolf, Benjamin; Noortwyck, Ruben; Schulz, Robert; Reggelin, Tobias

GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks GraphLIME: 图神经网络的局部可解释模型解释

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-07-01

OAAI

Huang, Qiang; Yamada, Makoto; Tian, Yuan; Singh, Dinesh; Chang, Yi

Multi-agent actor-critic with time dynamical opponent model

NEUROCOMPUTING

IF6.5

2023-01-01

OAAI

Tian, Yuan; Kladny, Klaus -Rudolf; Wang, Qin; Huang, Zhiwu; Fink, Olga

IoT-Enabled Intelligent Dynamic Risk Assessment of Acute Mountain Sickness: The Role of Event-Triggered Signal Processing

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2023-01-01

PREAI

Chen, Jing; Tian, Yuan; Zhang, Guangbo; Cao, Zhengtao; Zhu, Lingling; Shi, Dawei

A prescriptive Dirichlet power allocation policy with deep reinforcement learning 一种基于深度强化学习的规定性Dirichlet功率分配策略

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2022-08-01

OAAI

Tian, Yuan; Han, Minghao; Kulkarni, Chetan; Fink, Olga

Real-time model calibration with deep reinforcement learning

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-02-01

OAAI

Tian, Yuan; Chao, Manuel Arias; Kulkarni, Chetan; Goebel, Kai; Fink, Olga

Reinforcement learning control of constrained dynamic systems with uniformly ultimate boundedness stability guarantee 具有一致极限有界稳定性保证的约束动态系统的强化学习控制

AUTOMATICA

IF5.9

2021-07-01

OAAI

Han, Minghao; Tian, Yuan; Zhang, Lixian; Wang, Jun; Pan, Wei

Learning to Calibrate Battery Models in Real-Time with Deep Reinforcement Learning

ENERGIES

IF3.2

2021-03-02

OAAI

Unagar, Ajaykumar; Tian, Yuan; Chao, Manuel Arias; Fink, Olga

Deep Neural Network-Embedded Internet of Social Computing Things for Sustainability Prediction 深度神经网络-用于可持续性预测的嵌入式社交计算物联网

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Li, Qiao; Song, Ying; Du, Boxin; Shen, Yu; Tian, Yuan

研究方向