Donghwan Lee

Identifiers

• name variant Donghwan Lee 0.60 · backfill

Papers (17)

1. Sign-Separated Finite-Time Error Analysis of Q-Learning cs.AI · 2026 · author #1
2. Switching-Geometry Analysis of Deflated Q-Value Iteration math.OC · 2026 · author #1
3. A Switching System Theory of Q-Learning with Linear Function Approximation cs.LG · 2026 · author #1
4. Soft Deterministic Policy Gradient with Gaussian Smoothing cs.LG · 2026 · author #2
5. Safe-Support Q-Learning: Learning without Unsafe Exploration cs.LG · 2026 · author #3
6. Lyapunov-Certified Direct Switching Theory for Q-Learning cs.LG · 2026 · author #1
7. Beyond the Bellman Fixed Point: Geometry and Fast Policy Identification in Value Iteration math.OC · 2026 · author #1
8. Contraction-Aligned Analysis of Soft Bellman Residual Minimization with Weighted Lp-Norm for Markov Decision Problem cs.LG · 2026 · author #3
9. Finite-Time Analysis of Q-Value Iteration for General-Sum Stackelberg Games cs.LG · 2026 · author #2
10. R-GTD: A Geometric Analysis of Gradient Temporal-Difference Learning in Singular Regimes cs.LG · 2026 · author #2
11. Bellman Residual Minimization for Control: Geometry, Stationarity, and Convergence cs.LG · 2026 · author #1
12. Toward a Unified Lyapunov-Certified ODE Convergence Analysis of Smooth Q-Learning with p-Norms cs.LG · 2024 · author #1
13. Learning to Communicate: A Machine Learning Framework for Heterogeneous Multi-Agent Robotic Systems cs.RO · 2018 · author #6
14. Supplemental Material For "Primal-Dual Q-Learning Framework for LQR Design" math.OC · 2018 · author #1
15. Hidden Markov Model Estimation-Based Q-learning for Partially Observable Markov Decision Process cs.LG · 2018 · author #2
16. Dynamic Programming for POMDP with Jointly Discrete and Continuous State-Spaces math.OC · 2018 · author #1
17. Primal-Dual Algorithm for Distributed Reinforcement Learning: Distributed GTD math.OC · 2018 · author #1

Mentions

• 2605.11021 #1 · arxiv_oai · confidence 0.70 Donghwan Lee
• 2605.10811 #1 · arxiv_oai · confidence 0.70 Donghwan Lee
• 2605.16103 #1 · arxiv_oai · confidence 0.70 Donghwan Lee

Frequent Coauthors

• Hyunjun Na 3 shared papers
• Naira Hovakimyan 3 shared papers
• Han-Dong Lim 2 shared papers
• Hyukjun Yang 2 shared papers
• Hyung-Jin Yoon 2 shared papers
• Jianghai Hu 2 shared papers
• Narim Jeong 2 shared papers
• Aditya Gahlawat 1 shared papers
• Heling Zhang 1 shared papers
• Huaiyu Chen 1 shared papers
• Hyungjin Yoon 1 shared papers
• Kehan Long 1 shared papers
• Niao He 1 shared papers
• Yeeun Lim 1 shared papers