Donghwan Lee

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 45

Top Topics

Temporal Difference

Cooperative Agents

Markov Decision Process

Top Venues

IEEE Trans. Autom. Control.

Publications

Hyunjun Na, Donghwan Lee
Finite-Time Analysis of Simultaneous Double Q-learning. CoRR (2024)
Donghwan Lee, Han-Dong Lim, Do Wan Kim
Continuous-Time Distributed Dynamic Programming for Networked Multi-Agent Markov Decision Processes. ICCA (2024)
Han-Dong Lim, HyeAnn Lee, Donghwan Lee
Finite-Time Error Analysis of Online Model-Based Q-Learning with a Relaxed Sampling Model. CoRR (2024)
Donghwan Lee, Do Wan Kim
Harnessing membership function dynamics for stability analysis of T-S fuzzy systems. Inf. Sci. 681 (2024)
Han-Dong Lim, Donghwan Lee
A finite time analysis of distributed Q-learning. CoRR (2024)
Donghwan Lee, Do-Wan Kim
Harnessing Membership Function Dynamics for Stability Analysis of T-S Fuzzy Systems. CoRR (2024)
Jianghai Hu, Jinglai Shen, Donghwan Lee
Optimal stabilizing rates of switched linear control systems under arbitrary known switchings. Autom. 159 (2024)
Okyong Choi, Donghwan Lee
Distributed Dynamic Programming forNetworked Multi-Agent Markov Decision Processes. CoRR (2023)
Han-Dong Lim, Donghwan Lee
A primal-dual perspective for distributed TD-learning. CoRR (2023)
Do Wan Kim, Donghwan Lee
Relaxed Conditions for Parameterized Linear Matrix Inequality in the Form of Nested Fuzzy Summations. CoRR (2023)
Han-Dong Lim, Donghwan Lee
Temporal Difference Learning with Experience Replay. CoRR (2023)
Donghwan Lee, Do Wan Kim
On the Local Quadratic Stability of T-S Fuzzy Systems in the Vicinity of the Origin. CoRR (2023)
Han-Dong Lim, Donghwan Lee
Backstepping Temporal Difference Learning. ICLR (2023)
Donghwan Lee, Jianghai Hu, Niao He
A Discrete-Time Switching System Analysis of Q-Learning. SIAM J. Control. Optim. 61 (3) (2023)
Donghwan Lee, Han-Dong Lim, Jihoon Park, Okyong Choi
New Versions of Gradient Temporal-Difference Learning. IEEE Trans. Autom. Control. 68 (8) (2023)
Donghwan Lee, Niao He, Seungjae Lee, Panagiota Karava, Jianghai Hu
Simulation Studies on Deep Reinforcement Learning for Building Control with Human Interaction. CoRR (2021)
Donghwan Lee, Niao He
Periodic Q-Learning. CoRR (2020)
Donghwan Lee, Niao He, Parameswaran Kamalaruban, Volkan Cevher
Optimization for Reinforcement Learning: From a single agent to cooperative agents. IEEE Signal Process. Mag. 37 (3) (2020)
Donghwan Lee, Geir E. Dullerud, Jianghai Hu
Graph Lyapunov function for switching stabilization and distributed computation. Autom. 116 (2020)
Donghwan Lee, Niao He
A Unified Switching System Perspective and Convergence Analysis of Q-Learning Algorithms. NeurIPS (2020)
Donghwan Lee, Niao He
Periodic Q-Learning. L4DC (2020)
Donghwan Lee, Jianghai Hu
Sequential parametric convex approximation algorithm for bilinear matrix inequality problem. Optim. Lett. 13 (4) (2019)
Donghwan Lee, Jianghai Hu
Primal-Dual Q-Learning Framework for LQR Design. IEEE Trans. Autom. Control. 64 (9) (2019)
Donghwan Lee, Niao He
Stochastic Primal-Dual Q-Learning Algorithm For Discounted MDPs. ACC (2019)
Donghwan Lee, Niao He
Target-Based Temporal Difference Learning. CoRR (2019)
Donghwan Lee, Niao He
Target-Based Temporal-Difference Learning. ICML (2019)
Donghwan Lee, Niao He, Jianghai Hu
Dynamic Programming for POMDP with Jointly Discrete and Continuous State-Spaces. ACC (2019)
Donghwan Lee, Niao He
A Unified Switching System Perspective and O.D.E. Analysis of Q-Learning Algorithms. CoRR (2019)
Donghwan Lee, Niao He, Parameswaran Kamalaruban, Volkan Cevher
Optimization for Reinforcement Learning: From Single Agent to Cooperative Agents. CoRR (2019)
Jianghai Hu, Jinglai Shen, Donghwan Lee
Stabilization of Switched Linear Systems Using Continuous Control Input against Known Adversarial Switching. ICCA (2018)
Donghwan Lee, Jianghai Hu
Stabilizability of Discrete-Time Controlled Switched Linear Systems. IEEE Trans. Autom. Control. 63 (10) (2018)
Donghwan Lee, Seungjae Lee, Panagiota Karava, Jianghai Hu
Simulation-Based Policy Gradient and Its Building Control Application. ACC (2018)
Donghwan Lee, Seungjae Lee, Panagiota Karava, Jianghai Hu
Approximate Dynamic Programming for Building Control Problems with Occupant Interactions. ACC (2018)
Donghwan Lee, Jianghai Hu
Local Model Predictive Control for T-S Fuzzy Systems. IEEE Trans. Cybern. 47 (9) (2017)
Donghwan Lee, Jianghai Hu
Periodic Stabilization of Discrete-Time Switched Linear Systems. IEEE Trans. Autom. Control. 62 (7) (2017)
Donghwan Lee, Jianghai Hu
On the graph control Lyapunov function for stabilization of discrete-time switched linear systems. ACC (2017)
Jianghai Hu, Jinglai Shen, Donghwan Lee
Resilient Stabilization of Switched Linear Control Systems Against Adversarial Switching. IEEE Trans. Autom. Control. 62 (8) (2017)
Donghwan Lee, Jianghai Hu
Periodic stabilization of discrete-time controlled switched linear systems. ACC (2017)
Donghwan Lee, Jianghai Hu
Periodic stabilization of switched linear systems revisited. ACC (2016)
Donghwan Lee, Jianghai Hu
Local state-feedback stabilization of nonlinear fuzzy systems with measurement errors in the state. FUZZ-IEEE (2016)
Donghwan Lee, Jianghai Hu
A sequential parametric convex approximation method for solving bilinear matrix inequalities. CDC (2016)
Donghwan Lee, Jianghai Hu
Local stabilization of discrete-time T-S fuzzy systems with magnitude- and energy-bounded disturbances. Inf. Sci. 369 (2016)
Donghwan Lee, Jianghai Hu
Graph control Lyapunov function for stabilization of discrete-time switched linear systems. ACC (2016)
Donghwan Lee, Jianghai Hu
Periodic stabilization of discrete-time switched linear systems. CDC (2015)
Jianghai Hu, Donghwan Lee, Jinglai Shen
Stabilizing switched linear systems under adversarial switching. CDC (2015)