Implemented the option of not normalizing the feature values by the size of the graph (seems it makes more sense in our framework). Removed (maybe temporarily) the 2nd-order features and the bias term (the latter is not needed for sure). Fixed the bug in the learning procedure (previously, it selected the next state at index 1 in the sorted list of states as the best next state, instead of the state at index 0).
Implemented the option of not normalizing the feature values by the size of the graph (seems it makes more sense in our framework). Removed (maybe temporarily) the 2nd-order features and the bias term (the latter is not needed for sure). Fixed the bug in the learning procedure (previously, it selected the next state at index 1 in the sorted list of states as the best next state, instead of the state at index 0).