Policy Optimization in Hybrid Discrete-Continuous Action Spaces via Mixed Gradients

Matias Alvo, Daniel Russo, Yash Kanoria

We study reinforcement learning in hybrid discrete-continuous action spaces, such as settings where the discrete component selects a regime (or index) and the continuous component…