2023
Diminishing Return of Value Expansion Methods in Model-Based Reinforcement Learning
ICLR 2023poster
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 trajectories are commonly regarded as key limitations. A natural question to ask is: How much more sample efficiency can be…