I will try some heuristics on Monday. The Medium Adaptive Test expands more that AStar right now because it tries hard to find a partial path that cannot be found because of the position of the obstacle. The heuristics will stop the search based on potentially the size of the object we are trying to avoid.
Merge branch 'master' of https://github.com/hayesbh/Social-Hierarchical-Learning