Skip to main content
. Author manuscript; available in PMC: 2023 Jul 10.
Published in final edited form as: Psychopharmacology (Berl). 2022 Jun 16;239(9):2885–2901. doi: 10.1007/s00213-022-06174-w

Table 2.

Comparison of reinforcement-learning model fits for choice behavior under the deterministic and probabilistic schedules of reinforcement

Schedule Age Forgetting reinforcement learning model Q-learning model with one learning rate Q-learning model with two learning rates

Deterministic 35 48,893 53,096 52,131
55 46,501 50,553 49,745
75 43,048 46,585 45,964
120 65,197 70,055 69,159
Probabilistic 35 51,216 55,615 53,573
55 55,402 62,625 58,380
75 46,257 49,098 47,983
120 86,136 91,991 89,169

Values presented are the sum of the BIC. Bold values are those with the lowest BIC