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deterministic policy gradient ddpg  (Deepmind Technologies Ltd)

 
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    Deepmind Technologies Ltd deterministic policy gradient ddpg
    Deterministic Policy Gradient Ddpg, supplied by Deepmind Technologies Ltd, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/deterministic policy gradient ddpg/product/Deepmind Technologies Ltd
    Average 86 stars, based on 1 article reviews
    deterministic policy gradient ddpg - by Bioz Stars, 2026-05
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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: