# Task: 4-arm restless bandit

Human participants choose among **four** actions each trial and receive a scalar reward.
Actions are encoded as integers **1–4**.

This is a restless bandit-style sequential decision task used for evaluating agents on
same-subject continuation and related behavioral prediction settings defined by the challenge.