Neale Van Stolen

Evaluating Adaptation Performance of Hierarchical Deep Reinforcement Learning

Deep Reinforcement Learning has been used to exploit specific environments, but has difficulty transferring learned policies to new situations. This issue poses a problem for practical applications of Reinforcement Learning, as real-world scenarios may introduce unexpected differences that drastical…