Diminishing Return of Value Expansion Methods in Model-Based Reinforcement Learning

Daniel Palenicek, Michael Lutter, Joao Carvalho +1

Model-based reinforcement learning is one approach to increase sample efficiency. However, the accuracy of the dynamics model and the resulting compounding error over modelled traj…