binary_action_writer    Function for writing actions of a HMDP model to
                        binary files. The function defines
                        sub-functions which can be used to define
                        actions saved in a set of binary files. It is
                        assumed that the states have been defined using
                        'binary_mdp_writer' and that the id of the
                        states is known (can be retrieved using e.g.
                        'state_idx_df').
binary_mdp_writer       Function for writing an HMDP model to binary
                        files. The function defines sub-functions which
                        can be used to define an HMDP model saved in a
                        set of binary files.
convert_binary_to_hmp   Convert a HMDP model stored in binary format to
                        a 'hmp' (XML) file. The function simply parse
                        the binary files and create 'hmp' files using
                        the 'hmp_mdp_writer()'.
convert_hmp_to_binary   Convert a HMDP model stored in a hmp (xml) file
                        to binary file format.
get_bin_info_actions    Info about the actions in the HMDP model under
                        consideration.
get_bin_info_states     Info about the states in the binary files of
                        the HMDP model under consideration.
get_hypergraph          Return the (parts of) state-expanded hypergraph
get_info                Information about the MDP
get_policy              Get parts of the optimal policy.
get_rpo                 Calculate the retention pay-off (RPO) or
                        opportunity cost for some states.
get_steady_state_pr     Calculate the steady state transition
                        probabilities for the founder process (level
                        0).
get_w_idx               Return the index of a weight in the model. Note
                        that index always start from zero (C++ style),
                        i.e. the first weight, the first state at a
                        stage etc has index 0.
hmp_mdp_writer          Function for writing an HMDP model to a hmp
                        file (XML). The function define sub-functions
                        which can be used to define an HMDP model
                        stored in a hmp file.
load_mdp                Load the HMDP model defined in the binary
                        files. The model are created in memory using
                        the external C++ library.
memory_mdp_writer       Function for building an HMDP model directly in
                        memory.
plot.HMDP               Plot the state-expanded hypergraph of the MDP.
plot_hypergraph         Plot parts of the state expanded hypergraph.
random_hmdp             Generate a "random" HMDP stored in a set of
                        binary files.
run_calc_weights        Calculate weights based on current policy.
                        Normally run after an optimal policy has been
                        found.
run_policy_ite_ave      Perform policy iteration using the average
                        expected-weight Bellman operator on the MDP.
run_policy_ite_discount
                        Perform policy iteration using the discounted
                        expected-weight Bellman operator on the MDP.
run_value_ite           Perform value iteration on the MDP.
save_mdp                Save the MDP to binary files
set_policy              Modify the current policy by setting policy
                        action of states.
