Beyond Distributions: Geometric Action Control for Continuous Reinforcement Learning

Zhihao Lin

Gaussian policies have dominated continuous control in deep reinforcement learning (RL), yet they suffer from a fundamental mismatch: their unbounded support requires ad-hoc squash…