A Review on Smart Traffic Management with Reinforcement Learning

In India's bustling cities, we often find ourselves stuck in frustrating traffic jams, which not only waste our time but also harm the environment. Much of this traffic trouble arises from how traffic lights are timed at intersections. To tackle this issue, we turned to a clever computer technique called "reinforcement learning." It's like teaching machines to make smart decisions. In our research, we delved into how we can use this computer smarts to train traffic signals to be more efficient in Indian traffic conditions. Our ultimate aim is to make your daily commute quicker and your city eco-friendlier by applying these innovative traffic signal techniques tailored to Indian traffic patterns.