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ddpg algorithm  (MathWorks Inc)


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    MathWorks Inc ddpg algorithm
    Ddpg Algorithm, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 94/100, based on 78 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/ddpg+reinforcement+learning+algorithm/Reinforcement+Learning+Toolbox/pm37797650-119-8-19
    Average 94 stars, based on 78 article reviews
    ddpg algorithm - by Bioz Stars, 2026-11
    94/100 stars

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    Related Articles

    Software:

    Article Title: Imitation learning-embedded deep reinforcement learning controller designed for MRI-guided transurethral ultrasound ablation: Simulation and phantom validation.
    Article Snippet: MRI-guided ultrasound ablation has emerged as a promising precision therapy for prostate disease, using realtime temperature feedback to control thermal delivery.. In this simulation-based study, we develop a controller for such systems, emulating the temperature feedback with a bioheat model.. Existing control algorithms struggle to maintain ablation accuracy under dynamic tumor-boundary shifts and heterogeneous thermal diffusion.

    other:

    Article Title: Combined Particle Swarm Optimization and Reinforcement Learning for Water Level Control in a Reservoir
    Article Snippet: The PID controller was optimized using the Tune PI Controller approach under reinforcement learning in MATLAB, using a Twin-Delayed Deep Deterministic agent.

    Article Title: AI Control for Pasteurized Soft-Boiled Eggs
    Article Snippet: Although the reinforcement learning framework applied in this study could in principle also be implemented using commercial tools such as the MATLAB Reinforcement Learning Toolbox R2025a (version 25.1), the Stable-Baselines3 library in Python was selected because it is open-source, widely adopted in the research community, and offers greater flexibility for designing customized reward functions.

    Article Title: Adaptive deep Q-networks for accurate electric vehicle range estimation
    Article Snippet: Reinforcement Learning Toolbox , R2024a , MathWorks, Inc. , Academic (included with MATLAB license) , Development and training of the Deep Q-Learning (DQN) framework.



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