Jingliang Duan
7 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Cross-Pollinator (15)
π
Grand Slam
Conferences
ICML (3)
AAAI (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
linear quadratic regulator
(2)
sample complexity
(2)
optimal control
(1)
continuous control
(1)
entropy estimation
(1)
gaussian mixture model
(1)
diffusion model
(1)
entropy regularization
(1)
multimodal policy
(1)
continuous state-action space
(1)
lipshitz constant
(1)
policy representation
(1)
action smoothing
(1)
neural network
(1)
deep reinforcement learning
(1)
two-timescale analysis
(1)
global convergence
(1)
Papers
LipsNet++: Unifying Filter and Controller into a Policy Network
ICML 2025
ODE-based Smoothing Neural Network for Reinforcement Learning Tasks
ICLR 2025
Global Optimality of Single-Timescale Actor-Critic under Continuous State-Action Space: A Study on Linear Quadratic Regulator
IJCAI 2024
Diffusion Actor-Critic with Entropy Regulator
NIPS 2024
Feasible Reachable Policy Iteration
ICML 2024
LipsNet: A Smooth and Robust Neural Network with Adaptive Lipschitz Constant for High Accuracy Optimal Control
ICML 2023
Global Convergence of Two-Timescale Actor-Critic for Solving Linear Quadratic Regulator
AAAI 2023