Sentence examples for actions space from inspiring English sources

The phrase "actions space" is not correct in standard written English.
It seems to be a misspelling or misphrasing of "action space," which is a term used in various contexts, particularly in fields like game theory or reinforcement learning.
Example: "In reinforcement learning, the agent must explore the action space to find the optimal strategy."
Alternatives: "action set" or "decision space."

Exact(1)

Actions space The robot can be controlled through nine actions: the eight compass directions and the fictitious action (theta) that keep the robot on the spot.

Similar(59)

Since the state and actions spaces are continuous, two action networks and one critic network are used that are adaptively tuned in forward time using adaptive critic methods.

We find that acetylcholine, by allowing learning from negative outcomes, enhances exploration over the action space.

Total paths are determined by considering categories such as action space and methodology of avoidance.

Coordinates of an ultimate limit point in the action space are proportional to combination values of actions.

Our approach employs state space and action space hierarchy, and can effectively model large environments at a fine resolution.

The state space and action space are extracted from the same hierarchical doctrine used by the rule-based CGF.

In this talk, I will describe/demonstrate the challenges and our solutions for designing the action space, collecting data, training models, communicating the action space to users, and methods for interactive learning.

The results provide upper bounds that are independent of state and action space cardinalities and polynomial in other problem parameters.

This procedure can be repeated and finally a representation of an action space in multiple levels of detail results.

Continuous states and actions could fully explore the potential of SARs, but they will make state the space and action space too large to be solved.

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