Beginner · Cognitive
Action selection
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. Action selection is the fundamental problem of deciding "what to do next" for intelligent systems.
Technical Definition
Action selection is the fundamental problem of deciding "what to do next" for intelligent systems.
How it works
This refers to the core challenge faced by intelligent agents: determining the optimal course of action from a set of possibilities at any given moment. It's a key component of developing systems that can behave intelligently and adaptively in their environments.
Related Concepts
- Decision Making — Choosing actions or recommendations under uncertainty, often using probabilistic or utility-based reasoning.
- Intelligent agent (IA) — An autonomous entity that perceives its environment, makes decisions, and acts to achieve goals.