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Qi Zhang

Cooperative Artificial Intelligence Reinforcement Learning Multi-Agent Systems Single-Agent Planning Decentralized Multi-Agent Training

About

Qi Zhang is an Assistant Professor in the Computer Science Department and the Data Science & Artificial Intelligence program at Worcester Polytechnic Institute (WPI). He joined WPI in July 2025, having previously served as an Assistant Professor at the University of South Carolina (2020–2025). Dr. Zhang’s research focuses on the theory and application of cooperative artificial intelligence, with a specific emphasis on reinforcement learning (RL), multi-agent systems, and single-agent planning. His work aims to build collaborative AI agents capable of efficient decision-making in uncertain and dynamic environments. A recipient of the NSF CAREER Award and the David J. Kuck Dissertation Prize, his recent projects explore "structuring cooperative teams" to optimize communication and computation in decentralized multi-agent settings, including the development of world models for decentralized training.

Research Performance Summary

31
Total Papers
197
Total Citations
8
H-Index
2019-2025
Active Research Span

First Recorded Paper

Computational Strategies for the Trustworthy Pursuit and the Safe Modeling of Probabilistic Maintenance Commitments

Year: 2019

Citations: 1

Venue: IJCAI 2019 AISafety workshop

Latest Recorded Paper

Efficient Information Sharing for Training Decentralized Multi-Agent World Models

Year: 2025

Citations: 0

Venue: Reinforcement Learning Conference

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
2
2024
7
2023
8
2022
7
2021
4
2020
2
2019
1

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 12
Journal 0
Book 1

Top Coauthors

Zhang Chen Durfee

Research Impact by Period

2025-2026

Period Stats
Papers 2
Citations 0
Avg. Citations / Paper 0
H-Index 0

2020-2024

Period Stats
Papers 28
Citations 196
Avg. Citations / Paper 7
H-Index 8

2015-2019

Period Stats
Papers 1
Citations 1
Avg. Citations / Paper 1
H-Index 1

Contact and Professional Links

Contact Information

qz5@cse.sc.edu
8035767708

Detected Research Keywords

Cooperative Agent Reinforcement Agent Reinforcement Learning Actor Critic Methods Efficient Information Sharing Information Sharing Training Sharing Training Decentralized Training Decentralized Agent Decentralized Agent World Agent World Models Convergence Rates Bayesian