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Jingliang Duan

Distributional Soft Actor-Critic with Diffusion Policy

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Jul 02, 2025
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Enhanced DACER Algorithm with High Diffusion Efficiency

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May 29, 2025
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Global Optimality of Single-Timescale Actor-Critic under Continuous State-Action Space: A Study on Linear Quadratic Regulator

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May 02, 2025
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Predictive Lagrangian Optimization for Constrained Reinforcement Learning

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Jan 25, 2025
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Conformal Symplectic Optimization for Stable Reinforcement Learning

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Dec 03, 2024
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Guiding Reinforcement Learning with Incomplete System Dynamics

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Oct 24, 2024
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Diffusion Actor-Critic with Entropy Regulator

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May 24, 2024
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Policy Bifurcation in Safe Reinforcement Learning

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Mar 28, 2024
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Integrated Drill Boom Hole-Seeking Control via Reinforcement Learning

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Dec 04, 2023
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Training Multi-layer Neural Networks on Ising Machine

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Nov 06, 2023
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