ATLAS: Adaptive Topological Learning with Abstract Successors for Continual Learning

R. Blake Lawlor, Daniel S. Brown

Contemporary model-free reinforcement learning algorithms can achieve very high performance, but have low sample efficiency and are not robust to changes in the environment. Model-…