NeuroNav: AI Pathfinding Game

Design complex grids and train AI agents to solve them. Watch algorithms learn in real-time, dodge enemies, and master the maze. The ultimate logic sandbox is here.

NeuroNav is not a standard maze game. You do not control the character. You are the architect and the teacher.

In this unique logic puzzle simulator, your goal is to design grid-based challenges and train an AI agent to solve them autonomously. Use real-world machine learning concepts to watch your bot evolve from a random wanderer into a master pathfinder.

BUILD, TRAIN, AND OPTIMIZE NeuroNav combines the creativity of a sandbox with the intellectual depth of a logic puzzle.

Design Your Labyrinth: Use the touch editor to place Walls, Hazards, and Portals. Create impossible gauntlets or efficient tracks to test your agent.

Train the Neural Network: Toggle between A-Star pathfinding and Reinforcement Learning (Q-Learning). Watch as the agent explores the map and dynamically updates its strategy in real-time.

Outsmart the Chasers: It is not just about finding the exit. Add smart Enemy Bots that hunt your agent. Can you design a path that is fast enough to escape them?

SIMULATION FEATURES Deep Logic Sandbox: Experiment with different grid sizes and layouts. See how changing the environment forces the AI to "re-learn" its path.

The Hive Mind: Unlock Super Hive mode to deploy 50 agents simultaneously. Watch them swarm the grid in a display of parallel processing efficiency.

Visual Feedback: See the decision-making process happen. Arrows and path indicators show you exactly "what" the AI is thinking as it calculates the optimal route.

Progression and Style: As your agents succeed, unlock visual customizations like the Top Hat, Monocle, and Headphones. Give your bot a personality as it masters your puzzles.

WHO IS THIS FOR? NeuroNav is designed for puzzle enthusiasts who want a deeper mental workout. If you enjoy logic grids, optimization challenges, or coding games, this sandbox offers endless replayability. There is no single solution—only the most efficient one.

TECHNICAL HIGHLIGHTS

Offline play enabled.

No intrusive tutorials; jump straight into the simulation.

Terms of Use: https://www.apple.com/legal/internet-services/itunes/dev/stdeula/