Paradigms

Risk-Sensitive Learning Task

Reinforcement-learning variant where one option delivers a fixed payoff and the other a variance-matched gamble with the same expected value. Probes how learning history shapes risk preferences and asymmetric value updating.

• Learning
• Decision Making
• Risk & Decision Making

Indexed implementations 4

Metadata only — each row links to the authors' own page. A date in the last column is the last time an automated check confirmed the link loads; it is not a review of the task.

Related paradigms

• Probabilistic Learning (Two-Armed Bandit)
• Two-Step Task (Markov Decision Task)
• Iowa Gambling Task (IGT)