An Approximate Ascent Approach To Prove Convergence of PPO

Leif Doering, Daniel Schmidt, Moritz Melcher +4

Proximal Policy Optimization (PPO) is among the most widely used deep reinforcement learning algorithms, yet its theoretical foundations remain incomplete. Most importantly, conver…