Now showing items 1-2 of 2

    • Efficiency and prioritization of inference-based credit assignment. 

      Moran, R; Dayan, P; Dolan, RJ (Elsevier, 2021-07-12)
      Organisms adapt to their environments by learning to approach states that predict rewards and avoid states associated with punishments. Knowledge about the affective value of states often relies on credit assignment (CA), ...
    • Human subjects exploit a cognitive map for credit assignment. 

      Moran, R; Dayan, P; Dolan, RJ (PNAS, 2021-01-26)
      An influential reinforcement learning framework proposes that behavior is jointly governed by model-free (MF) and model-based (MB) controllers. The former learns the values of actions directly from past encounters, and the ...