Open Science Tools / Pavlovia
6 minutes
Explore–Exploit Trade-off in a Multi-Armed Bandit
In a multi-armed bandit task participants repeatedly choose among options with unknown and possibly changing reward probabilities. Each choice trades exploiting the option believed best against exploring others to learn their value. Behaviour reveals how people balance the two, how quickly they update from outcomes, and how they respond when payoffs drift over time.