Winner-take-all in action selection
Definition
Winner-take-all (WTA) is a competitive process used in neural networks and reinforcement …
Decision Making
Terms tagged with Decision Making
Probability matching
Definition
Probability matching is a behavioral pattern often observed in reinforcement learning and …
Principle of rationality
Definition
This principle posits that an agent’s actions should be chosen to maximize its …
Multi-armed bandit
Definition
The multi-armed bandit problem illustrates the dilemma faced by an agent deciding whether …
Intelligent decision support system
Definition
An Intelligent Decision Support System (IDSS) integrates artificial intelligence …
Exploration–exploitation dilemma
Definition
In decision-making processes, agents face a trade-off: they can exploit current knowledge …
Search
Definition
Search is a fundamental paradigm in AI used to navigate complex problem spaces, such as …
Policy
Definition
The term ‘policy’ has dual meanings depending on the context. In general …
Optimal
Definition
In AI and optimization theory, an optimal solution is one that achieves the highest …
Causal
Definition
In artificial intelligence, causal modeling seeks to understand how interventions on one …
Autonomous
Definition
Autonomy in AI refers to the ability of a system to perceive its environment, make …