Introduction To Reward Shaping

# Introduction To Reward Shaping: A Comprehensive Guide Imagine training a dog. You wouldn't wait until it perfectly performs a trick to give it a treat, right? You'd reward small steps along the way. That's the essence of reward shaping in Reinforcement Learning (RL). It's a powerful technique to guide agents towards desired behaviors by providing intermediate rewards, making learning faster and more efficient. Reinforcement Learning algorithms learn by trial and error, receiving rewards or p