Zhiqiang Pu

Orcid: 0000-0002-4841-4048

According to our database1, Zhiqiang Pu authored at least 83 papers between 2013 and 2024.

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Bibliography

2024
Multiexperience-Assisted Efficient Multiagent Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., September, 2024

QFuture: Learning Future Expectation Cognition in Multiagent Reinforcement Learning.
IEEE Trans. Cogn. Dev. Syst., August, 2024

Fuzzy Feedback Multiagent Reinforcement Learning for Adversarial Dynamic Multiteam Competitions.
IEEE Trans. Fuzzy Syst., May, 2024

Orientation and Decision-Making for Soccer Based on Sports Analytics and AI: A Systematic Review.
IEEE CAA J. Autom. Sinica, January, 2024

Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning.
CoRR, 2024

Efficient Multi-Task Reinforcement Learning via Task-Specific Action Correction.
CoRR, 2024

Prioritized League Reinforcement Learning for Large-Scale Heterogeneous Multiagent Systems.
CoRR, 2024

Self-Clustering Hierarchical Multi-Agent Reinforcement Learning with Extensible Cooperation Graph.
CoRR, 2024

A cooperation and decision-making framework in dynamic confrontation for multi-agent systems.
Comput. Electr. Eng., 2024

Heterogeneous Observation Aggregation Network for Multi-agent Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2024

Extraction and Transfer of General Deep Feature in Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2024

Neural Formation A*: A Knowledge-Data Hybrid-Driven Path Planning Algorithm for Multi-agent Formation Cooperation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Measuring Policy Distance for Multi-Agent Reinforcement Learning.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023
Peer Incentive Reinforcement Learning for Cooperative Multiagent Games.
IEEE Trans. Games, December, 2023

Learning to Play Football From Sports Domain Perspective: A Knowledge-Embedded Deep Reinforcement Learning Framework.
IEEE Trans. Games, December, 2023

Attention Enhanced Reinforcement Learning for Multi agent Cooperation.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Appointed-Time Control for Flexible Hypersonic Vehicles with Conditional Disturbance Negation.
IEEE Trans. Aerosp. Electron. Syst., October, 2023

Cognition-Driven Multiagent Policy Learning Framework for Promoting Cooperation.
IEEE Trans. Games, September, 2023

A Deep Reinforcement Learning Approach Combined With Model-Based Paradigms for Multiagent Formation Control With Collision Avoidance.
IEEE Trans. Syst. Man Cybern. Syst., July, 2023

Automatic Curriculum Learning for Large-Scale Cooperative Multiagent Systems.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2023

Adaptive Fuzzy Appointed-Time Control for Uncertain Systems Bounded by Positive Functions.
IEEE Trans. Circuits Syst. II Express Briefs, April, 2023

Deep-Reinforcement-Learning-Based Multitarget Coverage With Connectivity Guaranteed.
IEEE Trans. Ind. Informatics, 2023

Deconfounded Opponent Intention Inference for Football Multi-Player Policy Learning.
IROS, 2023

Learning Cooperative Policies with Graph Networks in Distributed Swarm Systems.
Proceedings of the International Joint Conference on Neural Networks, 2023

Heterogeneous-graph Attention Reinforcement Learning for Football Matches.
Proceedings of the International Joint Conference on Neural Networks, 2023

Causal Mean Field Multi-Agent Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2023

Learning Superior Cooperative Policy in Adversarial Multi-Team Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2023

All for Goals: a Stylized Automated Analysis Framework in Football Matches.
Proceedings of the International Joint Conference on Neural Networks, 2023

Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning.
Proceedings of the International Conference on Machine Learning, 2023

Improving Generalization of Multi-agent Reinforcement Learning Through Domain-Invariant Feature Extraction.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023

A Knowledge-Based Autonomous Decision-Making Method for Agents in Asymmetric Confrontation.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022
Fixed-Time Adaptive Fuzzy Control for Uncertain Nonstrict-Feedback Systems With Time-Varying Constraints and Input Saturations.
IEEE Trans. Fuzzy Syst., 2022

Finite-Time Command-Filtered Composite Adaptive Neural Control of Uncertain Nonlinear Systems.
IEEE Trans. Cybern., 2022

Learning Heterogeneous Agent Cooperation via Multiagent League Training.
CoRR, 2022

Solving the Diffusion of Responsibility Problem in Multiagent Reinforcement Learning with a Policy Resonance Approach.
CoRR, 2022

Characterizing player's playing styles based on Player Vectors for each playing position in the Chinese Football Super League.
CoRR, 2022

A Distributed Hedonic Coalition Formation Method for Multi-agent Tasks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Multi-UAV Cooperative Short-Range Combat via Attention-Based Reinforcement Learning using Individual Reward Shaping.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Intrinsic Reward with Peer Incentives for Cooperative Multi-Agent Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-Agent Local Information Reconstruction for Situational Cognition.
Proceedings of the International Joint Conference on Neural Networks, 2022

A Cooperation Graph Approach for Multiagent Sparse Reward Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-Target Encirclement with Collision Avoidance via Deep Reinforcement Learning using Relational Graphs.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Tacit Commitments Emergence in Multi-agent Reinforcement Learning.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

Knowledge Transfer from Situation Evaluation to Multi-agent Reinforcement Learning.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

A Selected Interaction Swarming Algorithm for Connected Dynamic Coverage of Mobile Sensor Networks.
Proceedings of the American Control Conference, 2022

Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
On the Principle and Applications of Conditional Disturbance Negation.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Formation Control With Collision Avoidance Through Deep Reinforcement Learning Using Model-Guided Demonstration.
IEEE Trans. Neural Networks Learn. Syst., 2021

Robust Adaptive Tracking Control for Hypersonic Vehicle Based on Interval Type-2 Fuzzy Logic System and Small-Gain Approach.
IEEE Trans. Cybern., 2021

Fixed-time adaptive observer-based time-varying formation control for multi-agent systems with directed topologies.
Neurocomputing, 2021

Multiagent Hierarchical Cognition Difference Policy for Multiagent Cooperation.
Algorithms, 2021

Hierarchical Cooperative Swarm Policy Learning with Role Emergence.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Multi-agent Collaborative Learning with Relational Graph Reasoning in Adversarial Environments.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Multi-Agent Cognition Difference Reinforcement Learning for Multi-Agent Cooperation.
Proceedings of the International Joint Conference on Neural Networks, 2021

Multi-target Coverage with Connectivity Maintenance using Knowledge-incorporated Policy Framework.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Semantic Perception Swarm Policy with Deep Reinforcement Learning.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020
Fixed-Time Sliding Mode Disturbance Observer-Based Nonsmooth Backstepping Control for Hypersonic Vehicles.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Fixed-Time Control With Uncertainty and Measurement Noise Suppression for Hypersonic Vehicles via Augmented Sliding Mode Observers.
IEEE Trans. Ind. Informatics, 2020

Adaptive Fuzzy Nonsmooth Backstepping Output-Feedback Control for Hypersonic Vehicles With Finite-Time Convergence.
IEEE Trans. Fuzzy Syst., 2020

Multi-Robot Cooperative Target Encirclement through Learning Distributed Transferable Policy.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Multi-agent Cooperation and Competition with Two-Level Attention Network.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

STGA-LSTM: A Spatial-Temporal Graph Attentional LSTM Scheme for Multi-agent Cooperation.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Adaptive Flocking of Multi-Agent Systems with Uncertain Nonlinear Dynamics and Unknown Disturbances Using Neural Networks.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

A Soft Graph Attention Reinforcement Learning for Multi-Agent Cooperation.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019
Robust fuzzy tracking control for flexible air-breathing hypersonic vehicles with measurement noises.
Trans. Inst. Meas. Control, 2019

State-Estimator-Integrated Robust Adaptive Tracking Control for Flexible Air-Breathing Hypersonic Vehicle With Noisy Measurements.
IEEE Trans. Instrum. Meas., 2019

Time-sequence Action-Decision and Navigation Through Stage Deep Reinforcement Learning in Complex Dynamic Environments.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Adaptive Neural Network Time-varying Formation Tracking Control for Multi-agent Systems via Minimal Learning Parameter Approach.
Proceedings of the International Joint Conference on Neural Networks, 2019

Formation Control with Collision Avoidance through Deep Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2019

A Hybrid Multiagent Collision Avoidance Method for Formation Control.
Proceedings of the Intelligent Robotics and Applications - 12th International Conference, 2019

2018
Neural Network based Distributed Adaptive Time-varying Formation Control for Multi-UAV Systems with Varying Time Delays.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Path Planning of Multiagent Constrained Formation through Deep Reinforcement Learning.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Desired Compensation Based Adaptive Fuzzy Control for Hypersonic Vehicle with Measurement Noises.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Consensus Based Formation Control for Multi-UAV Systems with Time-varying Delays and Jointly Connected Topologies.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

Robust chattering-free control for flexible air-breathing hypersonic vehicles in the presence of disturbances and measurement noises.
Proceedings of the 2018 Annual American Control Conference, 2018

Adaptive Type-2 Fuzzy Control for Flexible Air-breathing Hypersonic Vehicles with Measurement Noises.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
Time-varying formation finite-time tracking control for multi-UAV systems under jointly connected topologies.
Int. J. Intell. Comput. Cybern., 2017

Interval type-2 TSK nominal-fuzzy-model-based sliding mode controller design for flexible air-breathing hypersonic vehicles.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Adaptive type-2 fuzzy output feedback control for flexible air-breathing hypersonic vehicles.
Proceedings of the 2016 IEEE International Conference on Robotics and Biomimetics, 2016

Integrated cooperative control scheme for multiple quadrotors based on improved adaptive disturbance rejection control.
Proceedings of the 2016 IEEE International Conference on Robotics and Biomimetics, 2016

2015
A Class of Adaptive Extended State Observers for Nonlinear Disturbed Systems.
IEEE Trans. Ind. Electron., 2015

2014
An Integrated Approach to Hypersonic Entry Attitude Control.
Int. J. Autom. Comput., 2014

2013
Robust Trajectory Linearization Control of Hypersonic Entry Flight Using Extended State Observer and Time-Varying Bandwidth.
Proceedings of the 3rd IFAC International Conference on Intelligent Control and Automation Science, 2013


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