Automatic skill acquisition in reinforcement learning using graph centrality measures
Parham Moradi, Mohammad Ebrahim Shiri, Ali Ajdari Rad, Alireza Khadivi, Martin Hasler · Intelligent Data Analysis · 2012
Mechanisms on automatic discovery of macro actions or skills in reinforcement learning methods are mainly focused on subgoal discovery methods. Among the proposed algorithms, those based on graph centrality measures demonstrate a high performance gai