Reinforcement Learning Algorithms: From Q-Learning to Deep Q-Networks A comprehensive guide to reinforcement learning algorithms covering policy gradients, DQN, Actor-Critic methods, and modern RL approaches for complex decision-making in 2026 2026-03-16