Problem $1$: Autonomous Drone Navigation in Dynamic Environments

Design an AI system for autonomous drones to navigate a dynamic city environment

with changing weather, moving obstacles, and restricted areas. The system should use

the A$*$ algorithm to optimize routes while considering fuel consumption, wind

patterns, and traffic control regulations.

Problem $2$: Intelligent Traffic Management System

Create an AI$-$powered traffic management system for a smart city that predicts and

optimizes traffic flow in real$-$time, reducing congestion and minimizing travel times.

Implement A$*$ or Dijkstra's algorithm for dynamic route planning, and design a

reinforcement learning model to adapt to new traffic patterns over time.

Problem $3$: Multi$-$Agent Coordination for Search and Rescue

Design an AI$-$driven search$-$and$-$rescue system where multiple autonomous agents

$($robots or drones$)$ coordinate to locate and rescue survivors in a disaster$-$stricken area.

Implement multi$-$agent planning with algorithms like A$*,$ ensuring agents avoid

hazards while efficiently covering the entire search area.