Policy-Aware Model Learning for Policy Gradient Methods

Romina Abachi, Mohammad Ghavamzadeh, Amir-massoud Farahmand

This paper considers the problem of learning a model in model-based reinforcement learning (MBRL). We examine how the planning module of an MBRL algorithm uses the model, and propo…