Local Guidance, Global Impact: Gaussian-Reshaped Trust Region Unlocks Behavior Transitions

Bingxu Liu, Jiashun Liu, Johan Obando-Ceron +5

While Proximal Policy Optimization (PPO) demonstrates strong performance in stationary settings, we show that its standard optimization paradigm struggles in continual and non-stat…