no code implementations • 6 Jun 2022 • Chunlok Lo, Kevin Roice, Parham Mohammad Panahi, Scott Jordan, Adam White, Gabor Mihucz, Farzane Aminmansour, Martha White
In this paper, we avoid this limitation by constraining background planning to a set of (abstract) subgoals and learning only local, subgoal-conditioned models.
Model-based Reinforcement Learning Reinforcement Learning (RL)
no code implementations • NeurIPS 2021 • Dhawal Gupta, Gabor Mihucz, Matthew Schlegel, James Kostas, Philip S. Thomas, Martha White
In this work, we revisit this approach and investigate if we can leverage other reinforcement learning approaches to improve learning.