In the rapidly evolving landscape of artificial intelligence, reinforcement learning (RL) has moved from academic curiosity to a practical engine powering autonomous systems, robotics, and decision-making at scale. When combined with deep learning, RL becomes Deep Reinforcement Learning (DRL), a paradigm that lets agents learn complex behaviors by interacting with their surroundings. By 2025, DRL …