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Value Iteration vs Policy Iteration
Criteria Value Iteration Policy Iteration Steps Consists of a single step combining policy improvement and truncated policy evaluation Consists of two steps: policy evaluation and policy improvement Convergence Converges to the optimal policy after infinite iterations Often converges to the optimal policy faster than value iteration Complexity Less complex as it involves only one step More complex as it involves two distinct steps Examples Value Iteration method Policy Iteration method -
Monte Carlo Methods vs Temporal Difference Learning
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⚠️ News: Use the interactive tool wd-fw-update. | |
- Install it via pip: `pip install wd-fw-update` | |
- Then run `wd-fw-update` | |
- See https://github.com/not-a-feature/wd_fw_update for more information. | |
A shell version is also available and was merged into a proper repository: https://github.com/not-a-feature/wd_ssd_firmware_update |
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#!/bin/bash | |
APPNAME="Nextcloud" | |
# Define the directory where the AppImage is stored | |
APP_DIR="/home/user/dir" | |
# Fetch the latest release data from the Github API | |
# See: https://docs.github.com/en/rest/releases/releases?apiVersion=2022-11-28#get-the-latest-release | |
# Structure: https://api.github.com/repos/OWNER/REPO/releases/latest |
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from hashlib import sha256 | |
from tqdm.auto import tqdm | |
import logging | |
__author__ = "Jules Kreuer" | |
__copyright__ = "Jules Kreuer" | |
__license__ = "LGPL-3.0-only" | |
_logger = logging.getLogger(__name__) |
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/* | |
Impftermin Widget | |
v 1.4.1 Workaround durch JavaScript eval innerhalb eines WebViews (Thanks to @Redna) | |
This Scriptable Widget will show you if there are any "Vermittlungscode" for vaccination appointments available. | |
The data is pulled from the impfterminservice.de api, which is neither publicly available nor documented. | |
Therefore everything may break. | |
The newest version, issues, etc. of this widget can be found here: https://github.com/not-a-feature/impfWidget |