/AI-Project-2-Wumpus-World

🎮 This is the AI project where I took on the role of frontend developer. In this captivating AI venture, we tackled the Wumpus world using logic, inference, and loop detection. Explore the 10x10 grid and our intelligent agent's journey through a user-friendly interface.🕹️🤖

Primary LanguageTypeScript

Wumpus World AI 🤖🕳️💰

Welcome to the Wumpus World AI project, an immersive application showcasing intelligent navigation in a 10x10 grid-based environment. This project harnesses advanced AI techniques like Propositional and First Order Logic, logical inference, probabilistic reasoning, and loop detection to empower the agent to explore, survive, collect gold, and achieve its objectives.

Features 🌟

  • 10x10 Grid: 📦
  • AI Algorithms: 🧠 Propositional and First Order Logic, Logical inference, probabilistic reasoning
  • Intuitive UI: 🎨 Real-time visualization
  • Gold Collection Logic: 💰
  • Breeze and Stench Handling: 💨💀
  • Pit Detection and Avoidance: 🚫🕳️
  • Loop Prevention: 🔄 Efficient exploration
  • Wumpus Elimination: 🏹🤖
  • Stench Removal Function: 🧹
  • Customizable Settings: ⚙️ Wumpus, Gold, Pit elements
  • Daredevil Mode: 🦸‍♂️ Excitement
  • Sound Effects: 🔊 Immersive experience

How to Run 🏃‍♂️

git clone https://github.com/KamruzzamanAsif/Wumpus-World.git
npm i
npm run dev

Play the Game Now 🎮

Experience the Wumpus World AI in action! Play the game live at the Wumpus World AI Game