PPO

Could you explain the Proximal Policy Optimization (PPO) algorithm used in reinforcement learning? Discuss its key components, such as the objective function, how it addresses policy optimization, and the advantages it offers compared to other policy gradient methods. Additionally, illustrate scenarios or environments where PPO might excel or face challenges.