mlpy.planners.explorers.discrete.EGreedyExplorer.choose_action¶
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EGreedyExplorer.
choose_action
(actions, qvalues)[source]¶ Choose the next action.
With probability, a random action is chosen, otherwise the action resulting in the highest q-value is selected.
Parameters: actions : list[Actions]
The available actions.
qvalues : list[float]
The q-value for each action.
Returns: MDPAction :
The action with maximum qvalue that can be taken from the given state.