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pilot-study

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aggiewissenschaftler / Wortschatzspiel-Pilot-2026

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Pilot application within the PedagoReLearn framework, implementing Reflexive Reciprocity Theory (RRT) through a reinforcement learning–enhanced micro-tutoring system for German vocabulary acquisition (CEFR A1). Learner interaction data feeds upstream to the parent PedagoReLearn repository for instructional policy analysis.

education reinforcement-learning german language-learning rrt adaptive-learning ai-in-education cefr pilot-study micro-tutoring intelligent-tutoring-systems reflexive-reciprocity-theory pedagogorelearn
  • Updated Dec 22, 2025
  • Python

arrudafranco / panel-twin-modeller

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Feasibility simulator for interview-based generative agent panels, inspired by Stanford HCI's "Generative Agent Simulations of 1,000 People". Models pilot calibration, cost estimation, NPV, and scale-up scenarios via an interactive React app and Python CLI.

react python typescript simulation monte-carlo research-design market-research social-science ux-research survey-research llm pilot-study generative-agents feasibility-analysis npv-calculator panel-research panel-twin
  • Updated Mar 1, 2026
  • TypeScript

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