Publications (39)
LLM-assisted Semantic Option Discovery for Facilitating Adaptive Deep Reinforcement Learning
Chang Yao, Jinghui Qin, Kebing Jin +1
Extracting Action Sequences from Texts Based on Deep Reinforcement Learning
Wenfeng Feng, Hankz Hankui Zhuo, Subbarao Kambhampati
Planning with Logical Graph-based Language Model for Instruction Generation
Fan Zhang, Kebing Jin, Hankz Hankui Zhuo
Sequential Condition Evolved Interaction Knowledge Graph for Traditional Chinese Medicine Recommendation
Jingjin Liu, Hankz Hankui Zhuo, Kebing Jin +3
Integrating AI Planning with Natural Language Processing: A Combination of Explicit and Tacit Knowledge
Kebing Jin, Hankz Hankui Zhuo
Parameterized Algorithms for Spanning Tree Isomorphism by Redundant Set Size
Fangjian Shen, Yicheng Zheng, Wushao Wen +1
Transfer Value Iteration Networks
Junyi Shen, Hankz Hankui Zhuo, Jin Xu +2
Model-Lite Case-Based Planning
Hankz Hankui Zhuo, Subbarao Kambhampati, Tuan Nguyen
Federated Deep Reinforcement Learning
Hankz Hankui Zhuo, Wenfeng Feng, Yufeng Lin +2
XRoute Environment: A Novel Reinforcement Learning Environment for Routing
Zhanwen Zhou, Hankz Hankui Zhuo, Xiaowu Zhang +1
Discovering Underlying Plans Based on Distributed Representations of Actions
Xin Tian, Hankz Hankui Zhuo, Subbarao Kambhampati
Federated Hierarchical Hybrid Networks for Clickbait Detection
Feng Liao, Hankz Hankui Zhuo, Xiaoling Huang +1
Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning
Zifan Wu, Chao Yu, Chen Chen +2
Dual Graph Representation Learning
Huiling Zhu, Xin Luo, Hankz Hankui Zhuo
Paper2vec: Citation-Context Based Document Distributed Representation for Scholar Recommendation
Han Tian, Hankz Hankui Zhuo
DPBERT: Efficient Inference for BERT based on Dynamic Planning
Weixin Wu, Hankz Hankui Zhuo
A Hierarchical Temporal Planning-Based Approach for Dynamic Hoist Scheduling Problems
Kebing Jin, Yingkai Xiao, Hankz Hankui Zhuo +1
Plan Explicability and Predictability for Robot Task Planning
Yu Zhang, Sarath Sreedharan, Anagha Kulkarni +3
Discovering Underlying Plans Based on Shallow Models
Hankz Hankui Zhuo, Yantian Zha, Subbarao Kambhampati
Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey
Chao Yu, Shicheng Ye, Hankz Hankui Zhuo
Retrosynthetic Planning with Experience-Guided Monte Carlo Tree Search
Siqi Hong, Hankz Hankui Zhuo, Kebing Jin +2
Text-Based Action-Model Acquisition for Planning
Kebing Jin, Huaixun Chen, Hankz Hankui Zhuo
Gradient-Based Mixed Planning with Symbolic and Numeric Action Parameters
Kebing Jin, Hankz Hankui Zhuo, Zhanhao Xiao +2
Coordinated Proximal Policy Optimization
Zifan Wu, Chao Yu, Deheng Ye +3
Lifelong Reinforcement Learning with Temporal Logic Formulas and Reward Machines
Xuejing Zheng, Chao Yu, Chen Chen +2
Learning Symbolic Rules for Interpretable Deep Reinforcement Learning
Zhihao Ma, Yuzheng Zhuang, Paul Weng +4
Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning
Zifan Wu, Chao Yu, Chen Chen +2
Creativity of AI: Hierarchical Planning Model Learning for Facilitating Deep Reinforcement Learning
Hankz Hankui Zhuo, Shuting Deng, Mu Jin +4
Distributed-Representation Based Hybrid Recommender System with Short Item Descriptions
Junhua He, Hankz Hankui Zhuo, Jarvan Law
LTSG: Latent Topical Skip-Gram for Mutually Learning Topic Model and Vector Representations
Jarvan Law, Hankz Hankui Zhuo, Junhua He +1
BalMCTS: Balancing Objective Function and Search Nodes in MCTS for Constraint Optimization Problems
Yingkai Xiao, Jingjin Liu, Hankz Hankui Zhuo
Hierarchical Task Network Planning for Facilitating Cooperative Multi-Agent Reinforcement Learning
Xuechen Mu, Hankz Hankui Zhuo, Chen Chen +3
Learning Action Models from Disordered and Noisy Plan Traces
Hankz Hankui Zhuo, Jing Peng, Subbarao Kambhampati
On the Roles of LLMs in Planning: Embedding LLMs into Planning Graphs
Hankz Hankui Zhuo, Xin Chen, Rong Pan
Introduction to The Dynamic Pickup and Delivery Problem Benchmark -- ICAPS 2021 Competition
Jianye Hao, Jiawen Lu, Xijun Li +4
Repositioning Bikes with Carrier Vehicles and Bike Trailers in Bike Sharing Systems
Xinghua Zheng, Ming Tang, Hankz Hankui Zhuo +1
Prototype-Regularized Federated Learning for Cross-Domain Aspect Sentiment Triplet Extraction
Zongming Cai, Jianhang Tang, Zhenyong Zhang +3
Inspire or Predict? Exploring New Paradigms in Assisting Classical Planners with Large Language Models
Wenkai Yu, Jianhang Tang, Yang Zhang +4
An Integrated Development Environment for Planning Domain Modeling
Yuncong Li, Hankz Hankui Zhuo