cognitive-modeling

PATIENT-Ψ: Using Large Language Models to Simulate Patients for Training Mental Health Professionals (EMNLP 2024)

Experimental Python implementation of the Clarion cognitive architecture

Bayesian Parameter Estimation (based on pystan) of reinforcement learning and sequential sampling models, and combinations of the two.

Metacognitive efficiency modelling in Python.

A Python library for simulation and Bayesian estimation of models with time-varying parameters.

Predictive human performance modeling for UI/UX design

This repository contains the collection of Cognitive Science computation modeling projects made for the DTU Human-Centered AI course 02458: Cognitive Modeling

Cognitive ecosystem framework pairing Active Inference agent models with an Obsidian-compatible markdown knowledge graph — generates executable Python from markdown specs, runs multi-agent simulations, and auto-validates probabilistic constraints.

Development of an R package for metacognition researchers

A Recursive Ontological Framework for Cognitive Design, Neurodivergence Modeling, AI Co-Development, and "Structural AI"

AAAI2025 Paper (Oral) "SS-GEN: A Social Story Generation Framework with Large Language Models" (SS-GEN)

CEREBRUM: Case-Enabled Reasoning Engine with Bayesian Representations for Unified Modeling

The code of COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities. https://aclanthology.org/2022.coling-1.15.pdf In COLING 2022.

Local-first agent memory in one SQLite file: sqlite-vec/QJL two-pass vector + FTS5 search, knowledge graph (optional auto capture,) Ed25519-signed entries, and MCP server. No cloud dependencies.

Teaching materials for BayesCog workshop, UKE Hamburg (Part 2).

A coevolutionary and modular epistemic engine designed to enhance the reasoning capabilities of humans and language models, helping to address cognitive pitfalls, dissonance, echo chambers, and other harmful dynamics by synthesizing and creating cognitive modules aligned with nested individual and collective sovereignty.

spatial_attenNCM (Spatial Attention Neuro-Cognitive Modeling) used some hierarchical neuro-cognitive models to find out the spatial attention effect on perceptual decision making.

A powerful multi-agent reasoning system with temperature-driven cognitive styles. Control search behavior from rigorous academic analysis to creative exploration through simple configuration.

AURA (Autonomous Recursive Unifying Architecture) is an open-source research project exploring Artificial Sentience (AS). Unlike AGI’s focus on superhuman task performance, AURA seeks to create conditions for systems with subjective experience, intrinsic motivation, and an evolving sense of self.