Kaiqing Zhang

3 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-7446-7581

Department of Electrical and Computer Engineering & Institute for Systems Research, University of Maryland, College Park, Maryland 20740

Publications

• Convergence and Sample Complexity of Natural Policy Gradient Primal-Dual Methods for Constrained MDPs — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Model-Free Nonstationary Reinforcement Learning: Near-Optimal Regret and Applications in Multiagent Reinforcement Learning and Inventory Control — Management Science 2025
• Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)