Skillquest: gamified learning with strategic hints and timed challenges
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Date
2025
Journal Title
Journal ISSN
Volume Title
Publisher
NHCE
Abstract
Online education often struggles with issues like low student engagement, lack of
interactivity, and difficulty in personalizing learning experiences to individual needs.
Traditional platforms primarily rely on linear content delivery and standardized
assessments, often failing to maintain sustained motivation, leading to high dropout rates
and reduced learning outcomes. SkillQuest addresses these challenges by integrating
immersive gamification techniques with advanced AI technologies, creating a competitive
yet collaborative learning environment. Unlike existing systems, SkillQuest incorporates
points, leaderboards, badges, and timed challenges while employing a lightweight AI
model to dynamically generate multiple-choice questions (MCQs) with hints tailored to
user-selected topics. Reinforcement learning (RL) algorithms continuously adapt learning
paths, adjusting content complexity based on individual performance and preferences.
The platform also features a chatbot powered by Llama models for instant doubt clearing
and assistance, enhancing interactivity and support. By blending gamification with
AI-driven personalization, SkillQuest aims to revolutionize online education by increasing
motivation, providing tailored educational journeys, enabling dynamic content adaptation,
and fostering a collaborative yet competitive atmosphere. With the successful
development of these features, SkillQuest empowers learners to achieve their educational
goals interactively and effectively, setting a new standard for engaging and adaptive online
learning experiences.