Robust and Efficient Transfer Learning with Hidden-Parameter Markov Decision Processes

Taylor Killian, Samuel Daulton, George Konidaris +1

We introduce a new formulation of the Hidden Parameter Markov Decision Process (HiP-MDP), a framework for modeling families of related tasks using low-dimensional latent embeddings…