Michael Beukman

PPO learning stagnation solved by scaling to 1M environments

Researchers have identified a key reason for performance plateaus in Proximal Policy Optimization (PPO) algorithms, a common issue in deep reinforcement learning. They found that stagnation occurs not due to exploration…