Fixed a bug in Potential Shaped RMax that caused vanilla RMax not to explore correctly if the rewards in the MDP were not all negative. Also added various helper methods/classes for the Rmax suite.
Merge pull request #38 from jmacglashan/jmacglashan

Fixed a bug in Potential Shaped RMax that caused vanilla RMax not to exp...