Action model learning

Sat, 18 Jul 2026 09:44:54 +0000

Definition

Action model learning involves an agent constructing an internal representation of how its actions transition the environment from one state to another. Unlike passive observation, this method leverages the agent’s agency to gather data, allowing it to predict outcomes and plan future moves. It is crucial in environments where the underlying physics or rules are unknown, enabling the agent to build a predictive model through trial and error, thereby improving decision-making efficiency over time without requiring pre-labeled datasets.

Model Based on English AI Terms Dictionary

Action model learning

Definition