The causal structure and computational value of narratives
Many human behavioral and brain imaging studies have used narratively structured stimuli
(eg, written, audio, or audiovisual stories) to better emulate real-world experience in the …
(eg, written, audio, or audiovisual stories) to better emulate real-world experience in the …
From trip** and falling to ruminating and worrying: a meta-control account of repetitive negative thinking
Highlights•Rumination and worry overlap, yet what computations they share is unclear.•We
propose a four-stage meta-control theory based in computational cognitive neuroscience.• …
propose a four-stage meta-control theory based in computational cognitive neuroscience.• …
[PDF][PDF] Unraveling repetitive negative thinking with reinforcement learning
Recent advances in the computational dynamics of planning and state inference from the
interdisciplinary field of reinforcement learning offer rich opportunities for insights into …
interdisciplinary field of reinforcement learning offer rich opportunities for insights into …
[PDF][PDF] Working Memory and Reinforcement Learning Interactions when Simultaneously Pursuing Reward and Avoiding Punishment: No Relationship to Internalizing …
P Hitchcock, J Kim, M Frank - osf.io
Humans learn adaptive behaviors via a durable but incremental reinforcement-learning (RL)
system and a fast but fleeting working memory (WM) system. Past work parsing these …
system and a fast but fleeting working memory (WM) system. Past work parsing these …
[PDF][PDF] Repetitive Negative Thinking Naturally Emerges in a Model that Learns to Gate Affective Content into Working Memory
P Hitchcock - osf.io
Why do we sometimes fall into repetitive negative thinking (RNT) patterns, such as
rumination and worry? To address this question, I trained a meta-control model (Todd et al …
rumination and worry? To address this question, I trained a meta-control model (Todd et al …
The Valuationist Model of Human Agent Architecture
C Sripada - philpapers.org
In computational cognitive science, a valuationist picture of human agent architecture has
become widespread. At the heart of valuationism is a simple and swee** claim: Every time …
become widespread. At the heart of valuationism is a simple and swee** claim: Every time …