We explore how reinforcement learning combats traffic congestion in cities like Bangalore and Delhi. Our project uniquely applies AI to urban planning, optimizing traffic flow with RL agents, unlike most research. This offers real-world solutions. #ReinforcementLearning #AIinUrbanPlanning #TrafficOptimization #SmartCities #BangaloreTraffic #DelhiTraffic #RLagents #ComputerScience #AIApplications #UrbanCityManagement