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deep deterministic policy gradient (ddpg) reinforcement learning algorithm  (Deepmind Technologies Ltd)

 
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    Deepmind Technologies Ltd deep deterministic policy gradient (ddpg) reinforcement learning algorithm
    Deep Deterministic Policy Gradient (Ddpg) Reinforcement Learning Algorithm, supplied by Deepmind Technologies Ltd, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/ddpg+algorithm/pm37050580-51-2-14?v=Deepmind+Technologies+Ltd
    Average 90 stars, based on 1 article reviews
    deep deterministic policy gradient (ddpg) reinforcement learning algorithm - by Bioz Stars, 2026-08
    90/100 stars

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    FIGURE 10: The USV navigation model inference of improved DDPG algorithm: (a)–(d) the model inference in the sparse obstacle scene; (e)–(h) the model inference in the dense obstacle scene.

    Journal: Journal of Robotics

    Article Title: Robust Strategy Generation for Automatic Navigation of Unmanned Surface Vehicles through Improved DDPG Algorithm

    doi: 10.1155/2024/7328944

    Figure Lengend Snippet: FIGURE 10: The USV navigation model inference of improved DDPG algorithm: (a)–(d) the model inference in the sparse obstacle scene; (e)–(h) the model inference in the dense obstacle scene.

    Article Snippet: DeepMind presents the deep deterministic policy gradient (DDPG) algorithm [12], which integrates deterministic policy gradient algorithm [13] and empirical playback techniques to achieve superior performance in continuous action spaces, which expands DRL application scenarios and allows agents and robots to be applied to a wider range of real-world problems.

    Techniques: