Action

Action                            Machine Learning

noun

Definition: A choice available to an agent at a given state, whose execution affects the environment and may lead to a transition to a new state [Sutton, Barto 2018].

Example in context:  “On every iteration, the agent observes the current state s and chooses an action  according to some exploratory policy.” [Icarte et al. 2022]

Related terms: control action, agent action, decision

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