Definition
In artificial intelligence, decision-making refers to the algorithmic process where a system evaluates potential actions against specific criteria or objectives to select the optimal outcome. This involves analyzing state observations, predicting consequences, and applying utility functions or reward structures to maximize long-term goals. It is fundamental to autonomous agents, robotics, and strategic planning systems that operate in dynamic environments without constant human intervention.
Summary
The cognitive process of selecting a course of action from multiple alternatives based on available information.
Key Concepts
- state evaluation
- action selection
- utility maximization
- reward signals
Use Cases
- Autonomous vehicle navigation
- Algorithmic trading systems
- Game-playing AI agents