Before revision: Modern policy gradient algorithms , notably Proximal Policy Optimization (PPO) , rely on an arsenal of heuristics, including loss clipping and gradient clipping, to ensure successful learning.
After revision: Modern policy gradient algorithms such as Proximal Policy Optimization (PPO) , rely on an arsenal of heuristics, including loss clipping and gradient clipping, to ensure successful learning.