Donghwan Lee - RankMe

67 papers A* 5B 1C 8Journal 44Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Finite-time analysis of simultaneous double Q-learning. Neurocomputing Hyunjun Na, Donghwan Lee
2026	J	`jnl`	Regularized Gradient Temporal-Difference Learning. CoRR Hyunjun Na, Donghwan Lee
2025	A*	`conf`	A Primal-dual Perspective for Distributed TD-learning. IJCAI Han-Dong Lim, Donghwan Lee
2025	J	`jnl`	Analysis of Off-Policy CoRR Han-Dong Lim, Donghwan Lee
2025	J	`jnl`	Relaxed conditions for parameterized linear matrix inequality in the form of nested fuzzy summations. Appl. Math. Comput. Do Wan Kim, Donghwan Lee
2025	J	`jnl`	Understanding the theoretical properties of projected Bellman equation, linear Q-learning, and approximate value iteration. CoRR Han-Dong Lim, Donghwan Lee
2024	J	`jnl`	A finite time analysis of distributed Q-learning. CoRR Han-Dong Lim, Donghwan Lee
2024	—	`conf`	Analysis of Off-Policy Multi-Step TD-Learning with Linear Function Approximation. CDC Donghwan Lee
2024	—	`conf`	Continuous-Time Distributed Dynamic Programming for Networked Multi-Agent Markov Decision Processes. ICCA Donghwan Lee, Han-Dong Lim, Do Wan Kim
2024	J	`jnl`	Finite-Time Analysis of Asynchronous Q-Learning Under Diminishing Step-Size From Control-Theoretic View. IEEE Access Han-Dong Lim, Donghwan Lee
2024	J	`jnl`	Finite-Time Analysis of Simultaneous Double Q-learning. CoRR Hyunjun Na, Donghwan Lee
2024	J	`jnl`	Finite-Time Analysis of Temporal Difference Learning with Experience Replay. Trans. Mach. Learn. Res. Han-Dong Lim, Donghwan Lee
2024	J	`jnl`	Finite-Time Error Analysis of Online Model-Based Q-Learning with a Relaxed Sampling Model. CoRR Han-Dong Lim, HyeAnn Lee, Donghwan Lee
2024	J	`jnl`	Harnessing Membership Function Dynamics for Stability Analysis of T-S Fuzzy Systems. CoRR Donghwan Lee, Do-Wan Kim
2024	J	`jnl`	Harnessing membership function dynamics for stability analysis of T-S fuzzy systems. Inf. Sci. Donghwan Lee, Do Wan Kim
2024	J	`jnl`	Optimal stabilizing rates of switched linear control systems under arbitrary known switchings. Autom. Jianghai Hu, Jinglai Shen, Donghwan Lee
2024	A*	`conf`	Regularized Q-Learning. NeurIPS Han-Dong Lim, Donghwan Lee
2024	J	`jnl`	Relaxed Conditions for Parameterized Linear Matrix Inequality in the Form of Double Fuzzy Summation. IEEE Trans. Fuzzy Syst. Do Wan Kim, Donghwan Lee
2024	—	`conf`	Suppressing Overestimation in Q-Learning Through Adversarial Behaviors. Allerton HyeAnn Lee, Donghwan Lee
2023	J	`jnl`	A Discrete-Time Switching System Analysis of Q-Learning. SIAM J. Control. Optim. Donghwan Lee, Jianghai Hu, Niao He
2023	J	`jnl`	A primal-dual perspective for distributed TD-learning. CoRR Han-Dong Lim, Donghwan Lee
2023	A*	`conf`	Backstepping Temporal Difference Learning. ICLR Han-Dong Lim, Donghwan Lee
2023	J	`jnl`	Backstepping Temporal Difference Learning. CoRR Han-Dong Lim, Donghwan Lee
2023	J	`jnl`	Data-Driven Control Design With LMIs and Dynamic Programming. IEEE Access Donghwan Lee, Do Wan Kim
2023	J	`jnl`	Distributed Dynamic Programming forNetworked Multi-Agent Markov Decision Processes. CoRR Okyong Choi, Donghwan Lee
2023	J	`jnl`	New Versions of Gradient Temporal-Difference Learning. IEEE Trans. Autom. Control. Donghwan Lee, Han-Dong Lim, Jihoon Park, Okyong Choi
2023	J	`jnl`	On the Local Quadratic Stability of T-S Fuzzy Systems in the Vicinity of the Origin. CoRR Donghwan Lee, Do Wan Kim
2023	J	`jnl`	Relaxed Conditions for Parameterized Linear Matrix Inequality in the Form of Nested Fuzzy Summations. CoRR Do Wan Kim, Donghwan Lee
2023	J	`jnl`	Suppressing Overestimation in Q-Learning through Adversarial Behaviors. CoRR HyeAnn Lee, Donghwan Lee
2023	J	`jnl`	Temporal Difference Learning with Experience Replay. CoRR Han-Dong Lim, Donghwan Lee
2022	J	`jnl`	Analysis of Temporal Difference Learning: Linear System Approach. CoRR Donghwan Lee, Do Wan Kim
2022	J	`jnl`	Convergence of Dynamic Programming on the Semidefinite Cone for Discrete-Time Infinite-Horizon LQR. IEEE Trans. Autom. Control. Donghwan Lee
2022	J	`jnl`	Distributed Off-Policy Temporal Difference Learning Using Primal-Dual Method. IEEE Access Donghwan Lee, Do Wan Kim, Jianghai Hu
2022	J	`jnl`	Finite-Time Analysis of Asynchronous Q-learning under Diminishing Step-Size from Control-Theoretic View. CoRR Han-Dong Lim, Donghwan Lee
2022	—	`conf`	Formulations for Data-Driven Control Design and Reinforcement Learning. ICCA Donghwan Lee, Do Wan Kim
2022	J	`jnl`	Regularized Q-learning. CoRR Han-Dong Lim, Do Wan Kim, Donghwan Lee
2021	J	`jnl`	Simulation Studies on Deep Reinforcement Learning for Building Control with Human Interaction. CoRR Donghwan Lee, Niao He, Seungjae Lee, Panagiota Karava, Jianghai Hu
2021	J	`jnl`	Versions of Gradient Temporal Difference Learning. CoRR Donghwan Lee, Han-Dong Lim, Jihoon Park, Okyong Choi
2020	A*	`conf`	A Unified Switching System Perspective and Convergence Analysis of Q-Learning Algorithms. NeurIPS Donghwan Lee, Niao He
2020	J	`jnl`	Graph Lyapunov function for switching stabilization and distributed computation. Autom. Donghwan Lee, Geir E. Dullerud, Jianghai Hu
2020	J	`jnl`	Optimization for Reinforcement Learning: From a single agent to cooperative agents. IEEE Signal Process. Mag. Donghwan Lee, Niao He, Parameswaran Kamalaruban, Volkan Cevher
2020	—	`conf`	Periodic Q-Learning. L4DC Donghwan Lee, Niao He
2020	J	`jnl`	Periodic Q-Learning. CoRR Donghwan Lee, Niao He
2019	J	`jnl`	A Unified Switching System Perspective and O.D.E. Analysis of Q-Learning Algorithms. CoRR Donghwan Lee, Niao He
2019	C	`conf`	Dynamic Programming for POMDP with Jointly Discrete and Continuous State-Spaces. ACC Donghwan Lee, Niao He, Jianghai Hu
2019	J	`jnl`	Optimization for Reinforcement Learning: From Single Agent to Cooperative Agents. CoRR Donghwan Lee, Niao He, Parameswaran Kamalaruban, Volkan Cevher
2019	J	`jnl`	Primal-Dual Q-Learning Framework for LQR Design. IEEE Trans. Autom. Control. Donghwan Lee, Jianghai Hu
2019	J	`jnl`	Sequential parametric convex approximation algorithm for bilinear matrix inequality problem. Optim. Lett. Donghwan Lee, Jianghai Hu
2019	C	`conf`	Stochastic Primal-Dual Q-Learning Algorithm For Discounted MDPs. ACC Donghwan Lee, Niao He
2019	J	`jnl`	Target-Based Temporal Difference Learning. CoRR Donghwan Lee, Niao He
2019	A*	`conf`	Target-Based Temporal-Difference Learning. ICML Donghwan Lee, Niao He
2018	C	`conf`	Approximate Dynamic Programming for Building Control Problems with Occupant Interactions. ACC Donghwan Lee, Seungjae Lee, Panagiota Karava, Jianghai Hu
2018	C	`conf`	Simulation-Based Policy Gradient and Its Building Control Application. ACC Donghwan Lee, Seungjae Lee, Panagiota Karava, Jianghai Hu
2018	J	`jnl`	Stabilizability of Discrete-Time Controlled Switched Linear Systems. IEEE Trans. Autom. Control. Donghwan Lee, Jianghai Hu
2018	—	`conf`	Stabilization of Switched Linear Systems Using Continuous Control Input against Known Adversarial Switching. ICCA Jianghai Hu, Jinglai Shen, Donghwan Lee
2017	J	`jnl`	Local Model Predictive Control for T-S Fuzzy Systems. IEEE Trans. Cybern. Donghwan Lee, Jianghai Hu
2017	C	`conf`	On the graph control Lyapunov function for stabilization of discrete-time switched linear systems. ACC Donghwan Lee, Jianghai Hu
2017	J	`jnl`	Periodic Stabilization of Discrete-Time Switched Linear Systems. IEEE Trans. Autom. Control. Donghwan Lee, Jianghai Hu
2017	C	`conf`	Periodic stabilization of discrete-time controlled switched linear systems. ACC Donghwan Lee, Jianghai Hu
2017	J	`jnl`	Resilient Stabilization of Switched Linear Control Systems Against Adversarial Switching. IEEE Trans. Autom. Control. Jianghai Hu, Jinglai Shen, Donghwan Lee
2016	—	`conf`	A sequential parametric convex approximation method for solving bilinear matrix inequalities. CDC Donghwan Lee, Jianghai Hu
2016	C	`conf`	Graph control Lyapunov function for stabilization of discrete-time switched linear systems. ACC Donghwan Lee, Jianghai Hu
2016	J	`jnl`	Local stabilization of discrete-time T-S fuzzy systems with magnitude- and energy-bounded disturbances. Inf. Sci. Donghwan Lee, Jianghai Hu
2016	B	`conf`	Local state-feedback stabilization of nonlinear fuzzy systems with measurement errors in the state. FUZZ-IEEE Donghwan Lee, Jianghai Hu
2016	C	`conf`	Periodic stabilization of switched linear systems revisited. ACC Donghwan Lee, Jianghai Hu
2015	—	`conf`	Periodic stabilization of discrete-time switched linear systems. CDC Donghwan Lee, Jianghai Hu
2015	—	`conf`	Stabilizing switched linear systems under adversarial switching. CDC Jianghai Hu, Donghwan Lee, Jinglai Shen