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Showing 1 to 3 of 3 for “"Intelligent sampling"”.

  1. Sample-based motion planning in high-dimensional and differentially-constrained systems

    … underactuated dynamics. This thesis develops two intelligent sampling strategies to help guide the search process. To reduce sensitivity to dimension, sampling can be done in a low-dimensional task space rather than in the high-dimensional state space. Altering the sampling strategy in this way …

    mit Repository record for Sample-based motion planning in high-dimensional and differentially-constrained systems (opens in a new tab)

  2. Improving Collection Understanding for Web Archives with Storytelling: Shining Light Into Dark and Stormy Archives

    <p>Collections are the tools that people use to make sense of an ever-increasing number of archived web pages. As collections themselves grow, we need tools to make sense of them. Tools that work on the general web, like search engines, are not a good fit for these collections because search …

    odu Repository record for Improving Collection Understanding for Web Archives with Storytelling: Shining Light Into Dark and Stormy Archives (opens in a new tab)

  3. Sampling Controlled Stochastic Recursions: Applications to Simulation Optimization and Stochastic Root Finding

    … nonlinear programming theory be combined with intelligent sampling to create solution paradigms for SO that perform well in finite-time while exhibiting asymptotically optimal convergence rates? We propose and study a general solution paradigm called Sampling Controlled Stochastic Recursion …

    vt Repository record for Sampling Controlled Stochastic Recursions: Applications to Simulation Optimization and Stochastic Root Finding (opens in a new tab)