ai-based-maze-navigation-and-machine-learning

Designed and developed an AI-based robotics solution for the HeroBot Dungeon environment by implementing supervised, unsupervised, and reinforcement learning algorithms for image classification, entity clustering, and autonomous maze navigation. Evaluated multiple machine learning models using performance metrics and comparative analysis to identify the most effective algorithms for robotic decision-making and navigation.