Online Pricing with ε-Policy Gradient: Integrating Model-Based and Model-Free Reinforcement Learning

This paper proposes and analyzes an ε-policy gradient algorithm that integrates model-based and model-free reinforcement learning approaches to efficiently learn an optimal pricing policy for online pricing problems.