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Showing 1 to 3 of 3 for “"Indirect Sampling"”.

  1. Efficient learning and planning using spatial side information

    … first part of the thesis proposes the idea of indirect sampling for accelerated learning in Markov decision processes when additional information is available in the form of bounds on the differences between the transition probabilities at different states. In addition, it proposes a greedy …

    uiuc Repository record for Efficient learning and planning using spatial side information (opens in a new tab)

  2. Building a better burn: Fuel characterization and fire effects in silvicultural systems in the southern United States

    … parameters. However, conventional methods for sampling fuel loads are typically time-consuming, expensive, and vulnerable to observer bias. In Chapter 3, we compared indirect and destructive loadings of litter, duff, and fine woody material (1-hour and 10-hour fuels) for six sequential …

    vt Repository record for Building a better burn: Fuel characterization and fire effects in silvicultural systems in the southern United States (opens in a new tab)

  3. Real-world autonomy in uncertain and unknown environments

    Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-10-19 without embargo terms

    uiuc Repository record for Real-world autonomy in uncertain and unknown environments (opens in a new tab)