Hankui Zhuo

According to our database, Hankui Zhuo authored at least 81 papers between 2007 and 2025.

Collaborative distances:

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

2025

Hierarchical task network-enhanced multi-agent reinforcement learning: Toward efficient cooperative strategies.

Xuechen Mu, Hankz Hankui Zhuo, Chen Chen, Kai Zhang, Chao Yu, Jianye Hao

Neural Networks, 2025

2024

On the Roles of LLMs in Planning: Embedding LLMs into Planning Graphs.

Hankz Hankui Zhuo, Xin Chen, Rong Pan

CoRR, 2024

Large-Scale Electroplating Scheduling: A Hierarchical Temporal Planning Approach.

Yingkai Xiao, Kebing Jin, Renyong Ma, Hankz Hankui Zhuo

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Planning with Logical Graph-Based Language Model for Instruction Generation.

Fan Zhang, Kebing Jin, Hankz Hankui Zhuo

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Unit middleware for implementation of human-machine interconnection intelligent ecology construction.

Hai-jun Zhang, Ying-hui Chen, Hankui Zhuo

J. Big Data, December, 2023

BalMCTS: Balancing Objective Function and Search Nodes in MCTS for Constraint Optimization Problems.

Yingkai Xiao, Jingjin Liu, Hankz Hankui Zhuo

CoRR, 2023

Hierarchical Task Network Planning for Facilitating Cooperative Multi-Agent Reinforcement Learning.

Xuechen Mu, Hankz Hankui Zhuo, Chen Chen, Kai Zhang, Chao Yu, Jianye Hao

CoRR, 2023

Sequential Condition Evolved Interaction Knowledge Graph for Traditional Chinese Medicine Recommendation.

Jingjin Liu, Hankz Hankui Zhuo, Kebing Jin, Jiamin Yuan, Zhimin Yang, Zhengan Yao

CoRR, 2023

XRoute Environment: A Novel Reinforcement Learning Environment for Routing.

Zhanwen Zhou, Hankz Hankui Zhuo, Xiaowu Zhang, Qiyuan Deng

CoRR, 2023

Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey.

Chao Yu, Xuejing Zheng, Hankz Hankui Zhuo, Hai Wan, Weilin Luo

CoRR, 2023

Clustering based Probabilistic I/O Scheduling for Burst-Buffers Equipped HPC.

Benbo Zha, Hong Shen, Hankz Hankui Zhuo, Zhijian Luo

Proceedings of the 14th IEEE International Symposium on Parallel Architectures, 2023

Gradient-Based Mixed Planning with Symbolic and Numeric Action Parameters (Extended Abstract).

Kebing Jin, Hankz Hankui Zhuo, Zhanhao Xiao, Hai Wan, Subbarao Kambhampati

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

DPBERT: Efficient Inference for BERT Based on Dynamic Planning.

Weixin Wu, Hankz Hankui Zhuo

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning.

Zifan Wu, Chao Yu, Chen Chen, Jianye Hao, Hankz Hankui Zhuo

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

2022

A Hierarchical Temporal Planning-Based Approach for Dynamic Hoist Scheduling Problems.

Kebing Jin, Yingkai Xiao, Hankz Hankui Zhuo, Renyong Ma

CoRR, 2022

Learning Visual Planning Models from Partially Observed Images.

Kebing Jin, Zhanhao Xiao, Hankz Hankui Zhuo, Hai Wan, Jiaran Cai

CoRR, 2022

Text-Based Action-Model Acquisition for Planning.

Kebing Jin, Huaixun Chen, Hankz Hankui Zhuo

CoRR, 2022

Integrating AI Planning with Natural Language Processing: A Combination of Explicit and Tacit Knowledge.

Kebing Jin, Hankz Hankui Zhuo

CoRR, 2022

Introduction to The Dynamic Pickup and Delivery Problem Benchmark - ICAPS 2021 Competition.

Jianye Hao, Jiawen Lu, Xijun Li, Xialiang Tong, Xiang Xiang, Mingxuan Yuan, Hankz Hankui Zhuo

CoRR, 2022

Gradient-based mixed planning with symbolic and numeric action parameters.

Kebing Jin, Hankz Hankui Zhuo, Zhanhao Xiao, Hai Wan, Subbarao Kambhampati

Artif. Intell., 2022

Semantic IR fused Heterogeneous Graph Model in Tag-based Video Search.

Liming Gao, Dongliang Liao, Gongfu Li, Jin Xu, Hankz Hankui Zhuo

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Plan To Predict: Learning an Uncertainty-Foreseeing Model For Model-Based Reinforcement Learning.

Zifan Wu, Chao Yu, Chen Chen, Jianye Hao, Hankz Hankui Zhuo

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

MatricEs: Matrices Embeddings for Link Prediction in Knowledge Graphs.

Huiling Zhu, Liming Gao, Hankui Zhuo

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022

Temporal Planning-Based Choreography from Music.

Yuechang Liu, Dongbo Xie, Hankz Hankui Zhuo, Liqian Lai, Zhimin Li

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022

Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning.

Mu Jin, Zhihao Ma, Kebing Jin, Hankz Hankui Zhuo, Chen Chen, Chao Yu

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

2021

Action Generative Networks Planning for Deformable Object with Raw Observations.

Ziqi Sheng, Kebing Jin, Zhihao Ma, Hankz Hankui Zhuo

Sensors, 2021

Retrosynthetic Planning with Experience-Guided Monte Carlo Tree Search.

Siqi Hong, Hankz Hankui Zhuo, Kebing Jin, Zhanwen Zhou

CoRR, 2021

Lifelong Reinforcement Learning with Temporal Logic Formulas and Reward Machines.

Xuejing Zheng, Chao Yu, Chen Chen, Jianye Hao, Hankz Hankui Zhuo

CoRR, 2021

Gradient-Based Mixed Planning with Discrete and Continuous Actions.

Kebing Jin, Hankz Hankui Zhuo, Zhanhao Xiao, Hai Wan, Subbarao Kambhampati

CoRR, 2021

Learning Symbolic Rules for Interpretable Deep Reinforcement Learning.

Zhihao Ma, Yuzheng Zhuang, Paul Weng, Hankz Hankui Zhuo, Dong Li, Wulong Liu, Jianye Hao

CoRR, 2021

Coordinated Proximal Policy Optimization.

Zifan Wu, Chao Yu, Deheng Ye, Junge Zhang, Haiyin Piao, Hankz Hankui Zhuo

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

2020

Discovering Underlying Plans Based on Shallow Models.

Hankz Hankui Zhuo, Yantian Zha, Subbarao Kambhampati, Xin Tian

ACM Trans. Intell. Syst. Technol., 2020

Dual Graph Representation Learning.

Huiling Zhu, Xin Luo, Hankz Hankui Zhuo

CoRR, 2020

Refining HTN Methods via Task Insertion with Preferences.

Zhanhao Xiao, Hai Wan, Hankz Hankui Zhuo, Andreas Herzig, Laurent Perrussel, Peilin Chen

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Transfer Value Iteration Networks.

Junyi Shen, Hankz Hankui Zhuo, Jin Xu, Bin Zhong, Sinno Jialin Pan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Plan2Dance: Planning Based Choreographing from Music.

Yuechang Liu, Dongbo Xie, Hankz Hankui Zhuo, Liqian Lai

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Recognizing Multi-Agent Plans When Action Models and Team Plans Are Both Incomplete.

Hankz Hankui Zhuo

ACM Trans. Intell. Syst. Technol., 2019

Repositioning Bikes with Carrier Vehicles and Bike Trailers in Bike Sharing Systems.

Xinghua Zheng, Ming Tang, Hankz Hankui Zhuo, Kevin X. Wen

CoRR, 2019

Learning Action Models from Disordered and Noisy Plan Traces.

Hankz Hankui Zhuo, Jing Peng, Subbarao Kambhampati

CoRR, 2019

Representation Learning for Classical Planning from Partially Observed Traces.

Zhanhao Xiao, Hai Wan, Hankz Hankui Zhuo, Jinxia Lin, Yanan Liu

CoRR, 2019

Federated Hierarchical Hybrid Networks for Clickbait Detection.

Feng Liao, Hankz Hankui Zhuo, Xiaoling Huang, Yu Zhang

CoRR, 2019

Federated Reinforcement Learning.

Hankz Hankui Zhuo, Wenfeng Feng, Qian Xu, Qiang Yang, Yufeng Lin

CoRR, 2019

Multi-Matching Network for Multiple Choice Reading Comprehension.

Min Tang, Jiaran Cai, Hankz Hankui Zhuo

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

An Integrated Development Environment for Planning Domain Modeling.

Yuncong Li, Hankz Hankui Zhuo

CoRR, 2018

Discovering Underlying Plans Based on Shallow Models.

Hankz Hankui Zhuo, Yantian Zha, Subbarao Kambhampati

CoRR, 2018

LTSG: Latent Topical Skip-Gram for Mutually Improving Topic Model and Vector Representations.

Jarvan Law, Hankz Hankui Zhuo, Junhua He, Erhu Rong

Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Adaptive Attention Network for Review Sentiment Classification.

Chuantao Zong, Wenfeng Feng, Vincent W. Zheng, Hankz Hankui Zhuo

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Embedding Knowledge Graphs Based on Transitivity and Asymmetry of Rules.

Mengya Wang, Erhu Rong, Hankui Zhuo, Huiling Zhu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Combining Deep Learning and Topic Modeling for Review Understanding in Context-Aware Recommendation.

Mingmin Jin, Xin Luo, Huiling Zhu, Hankz Hankui Zhuo

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Extracting Action Sequences from Texts Based on Deep Reinforcement Learning.

Wenfeng Feng, Hankz Hankui Zhuo, Subbarao Kambhampati

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Paper2vec: Citation-Context Based Document Distributed Representation for Scholar Recommendation.

Han Tian, Hankz Hankui Zhuo

CoRR, 2017

LTSG: Latent Topical Skip-Gram for Mutually Learning Topic Model and Vector Representations.

Jarvan Law, Hankz Hankui Zhuo, Junhua He, Erhu Rong

CoRR, 2017

Distributed-Representation Based Hybrid Recommender System with Short Item Descriptions.

Junhua He, Hankz Hankui Zhuo, Jarvan Law

CoRR, 2017

Model-lite planning: Case-based vs. model-based approaches.

Hankz Hankui Zhuo, Subbarao Kambhampati

Artif. Intell., 2017

Plan explicability and predictability for robot task planning.

Yu Zhang, Sarath Sreedharan, Anagha Kulkarni, Tathagata Chakraborti, Hankz Hankui Zhuo, Subbarao Kambhampati

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Human-Aware Plan Recognition.

Hankz Hankui Zhuo

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Abnormal Activity Detection Using Pyroelectric Infrared Sensors.

Xiaomu Luo, Huoyuan Tan, Qiuju Guan, Tong Liu, Hankz Hankui Zhuo, Baihua Shen

Sensors, 2016

Discovering Underlying Plans Based on Distributed Representations of Actions.

Xin Tian, Hankz Hankui Zhuo, Subbarao Kambhampati

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015

Plan Explainability and Predictability for Cobots.

Yu Zhang, Hankz Hankui Zhuo, Subbarao Kambhampati

CoRR, 2015

Acquiring Planning Knowledge via Crowdsourcing.

Jie Gao, Hankz Hankui Zhuo, Subbarao Kambhampati, Lei Li

Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015

Crowdsourced Action-Model Acquisition for Planning.

Hankz Hankui Zhuo

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Learning hierarchical task network domains from partially observed plan traces.

Hankz Hankui Zhuo, Héctor Muñoz-Avila, Qiang Yang

Artif. Intell., 2014

Action-model acquisition for planning via transfer learning.

Hankz Hankui Zhuo, Qiang Yang

Artif. Intell., 2014

2013

Refining Incomplete Planning Domain Models Through Plan Traces.

Hankz Hankui Zhuo, Tuan Anh Nguyen, Subbarao Kambhampati

Proceedings of the IJCAI 2013, 2013

Action-Model Acquisition from Noisy Plan Traces.

Hankz Hankui Zhuo, Subbarao Kambhampati

Proceedings of the IJCAI 2013, 2013

Herding the Crowd: Automated Planning for Crowdsourced Planning.

Kartik Talamadupula, Subbarao Kambhampati, Yuheng Hu, Tuan Anh Nguyen, Hankz Hankui Zhuo

Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

Ensemble of Unsupervised and Supervised Models with Different Label Spaces.

Yueyun Jin, Weilin Zeng, Hankz Hankui Zhuo, Lei Li

Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

Model-Lite Case-Based Planning.

Hankz Hankui Zhuo, Tuan Anh Nguyen, Subbarao Kambhampati

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Action-Model Based Multi-agent Plan Recognition.

Hankz Hankui Zhuo, Qiang Yang, Subbarao Kambhampati

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

Transfer Learning by Reusing Structured Knowledge.

Qiang Yang, Vincent Wenchen Zheng, Bin Li, Hankz Hankui Zhuo

AI Mag., 2011

Learning action models with indeterminate effects.

Jie Gao, Hankz Hankui Zhuo, Daojun Han, Lei Li

Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011

Multi-Agent Plan Recognition with Partial Team Traces and Plan Libraries.

Hankz Hankui Zhuo, Lei Li

Proceedings of the IJCAI 2011, 2011

Learning action models for multi-agent planning.

Hankz Hankui Zhuo, Hector Muñoz-Avila, Qiang Yang

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Cross-Domain Action-Model Acquisition for Planning via Web Search.

Hankz Hankui Zhuo, Qiang Yang, Rong Pan, Lei Li

Proceedings of the 21st International Conference on Automated Planning and Scheduling, 2011

2010

Learning complex action models with quantifiers and logical implications.

Hankz Hankui Zhuo, Qiang Yang, Derek Hao Hu, Lei Li

Artif. Intell., 2010

2009

Transfer Learning Action Models by Measuring the Similarity of Different Domains.

Hankui Zhuo, Qiang Yang, Lei Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Learning HTN Method Preconditions and Action Models from Partial Observations.

Hankz Hankui Zhuo, Derek Hao Hu, Chad Hogg, Qiang Yang, Hector Muñoz-Avila

Proceedings of the IJCAI 2009, 2009

Constraint-Based Case-Based Planning Using Weighted MAX-SAT.

Hankui Zhuo, Qiang Yang, Lei Li

Proceedings of the Case-Based Reasoning Research and Development, 2009

2008

Transferring Knowledge from Another Domain for Learning Action Models.

Hankui Zhuo, Qiang Yang, Derek Hao Hu, Lei Li

Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

Learning Action Models with Quantified Conditional Effects for Software Requirement Specification.

Hankui Zhuo, Lei Li, Qiang Yang, Rui Bian

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008

2007

Requirement Specification Based on Action Model Learning.

Hankui Zhuo, Lei Li, Rui Bian, Hai Wan

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2007