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Q-learning
also called Q learning

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  1. a reinforcement learning technique that works by learning an action-value function that gives the expected utility of taking a given action in a given state and following a fixed policy thereafter

    Source: Wikipedia Unhappy with this fact? more info
    created by user picturefactobot on March 26, 2009
  2. at its simplest uses tables to store data

    Source: Wikipedia Unhappy with this fact? more info
    created by user picturefactobot on March 26, 2009
  3. A strength with Q-learning is that it is able to compare the expected utility of the available actions without requiring a model of the environment

    Source: Wikipedia Unhappy with this fact? more info
    created by user picturefactobot on March 26, 2009
  4. A recent variation called delayed-Q learning has shown substantial improvements, bringing PAC bounds to Markov Decision Processes

    Source: Wikipedia Unhappy with this fact? more info
    created by user picturefactobot on March 26, 2009
  5. The core of the algorithm is a simple value iteration update

    Source: Wikipedia Unhappy with this fact? more info
    created by user picturefactobot on March 26, 2009
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