q_values_k_0_action_north: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_0_action_east: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_0_action_exit: """
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________      illegal      illegal
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________   __________      illegal
            0.0000      illegal      illegal      illegal      illegal
"""

q_values_k_0_action_south: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_0_action_west: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_1_action_north: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_1_action_east: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_1_action_exit: """
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________      illegal      illegal
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________   __________      illegal
            0.0000      illegal      illegal      illegal      illegal
"""

q_values_k_1_action_south: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_1_action_west: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_2_action_north: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_2_action_east: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_2_action_exit: """
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________      illegal      illegal
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________   __________      illegal
            0.0000      illegal      illegal      illegal      illegal
"""

q_values_k_2_action_south: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_2_action_west: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_3_action_north: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_3_action_east: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_3_action_exit: """
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________      illegal      illegal
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________   __________      illegal
           -1.0000      illegal      illegal      illegal      illegal
"""

q_values_k_3_action_south: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_3_action_west: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_4_action_north: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_4_action_east: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_4_action_exit: """
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________      illegal      illegal
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________   __________      illegal
           -1.0000      illegal      illegal      illegal      illegal
"""

q_values_k_4_action_south: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_4_action_west: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_5_action_north: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_5_action_east: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_5_action_exit: """
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________      illegal      illegal
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________   __________      illegal
           -1.0000      illegal      illegal      illegal      illegal
"""

q_values_k_5_action_south: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_5_action_west: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_6_action_north: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_6_action_east: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_6_action_exit: """
            0.0000      illegal       0.0000      illegal      illegal
           -1.0000      illegal   __________      illegal      illegal
            0.0000      illegal       0.0000      illegal      illegal
            0.0000      illegal   __________   __________      illegal
           -1.0000      illegal      illegal      illegal      illegal
"""

q_values_k_6_action_south: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_6_action_west: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_7_action_north: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_7_action_east: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_7_action_exit: """
            0.0000      illegal       0.0000      illegal      illegal
           -1.0000      illegal   __________      illegal      illegal
            0.0000      illegal       0.1000      illegal      illegal
            0.0000      illegal   __________   __________      illegal
           -1.0000      illegal      illegal      illegal      illegal
"""

q_values_k_7_action_south: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_7_action_west: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_8_action_north: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_8_action_east: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_8_action_exit: """
            0.0000      illegal       0.0000      illegal      illegal
           -1.0000      illegal   __________      illegal      illegal
            0.0000      illegal       0.1000      illegal      illegal
           -1.0000      illegal   __________   __________      illegal
           -1.0000      illegal      illegal      illegal      illegal
"""

q_values_k_8_action_south: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_8_action_west: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_9_action_north: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal      -0.0900   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_9_action_east: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_9_action_exit: """
            0.0000      illegal       0.0000      illegal      illegal
           -1.0000      illegal   __________      illegal      illegal
            0.0000      illegal       0.1000      illegal      illegal
           -1.0000      illegal   __________   __________      illegal
           -1.0000      illegal      illegal      illegal      illegal
"""

q_values_k_9_action_south: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_9_action_west: """
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________       0.0000       0.0000
           illegal       0.0000      illegal       0.0000       0.0000
           illegal       0.0000   __________   __________       0.0000
           illegal       0.0000       0.0000       0.0000       0.0000
"""

q_values_k_3000_action_north: """
           illegal       4.3205      illegal       6.1517       3.8095
           illegal       4.4238   __________       5.2284       3.5129
           illegal       1.0694      illegal       3.6867       2.0418
           illegal       0.3423   __________   __________       1.0655
           illegal       0.0073       0.0079       0.0484       0.3768
"""

q_values_k_3000_action_east: """
           illegal       8.0584      illegal       3.7245       3.3947
           illegal       2.0499   __________       3.2373       2.1742
           illegal       0.8687      illegal       1.7398       1.2671
           illegal       0.2927   __________   __________       0.6669
           illegal       0.0239       0.0097       0.1611       0.2051
"""

q_values_k_3000_action_exit: """
          -10.0000      illegal      10.0000      illegal      illegal
          -10.0000      illegal   __________      illegal      illegal
          -10.0000      illegal       1.0000      illegal      illegal
          -10.0000      illegal   __________   __________      illegal
           -9.9999      illegal      illegal      illegal      illegal
"""

q_values_k_3000_action_south: """
           illegal      -0.3521      illegal       3.6948       2.9139
           illegal      -0.5605   __________       2.1346       1.5674
           illegal       0.2093      illegal       1.5389       0.5521
           illegal      -0.5505   __________   __________       0.1006
           illegal      -1.8501       0.0060       0.0514       0.1223
"""

q_values_k_3000_action_west: """
           illegal      -6.2001      illegal       7.5146       4.9014
           illegal      -5.4013   __________       4.0484       3.4126
           illegal      -8.0399      illegal       0.9653       1.6081
           illegal      -7.4767   __________   __________       0.3934
           illegal      -6.3432       0.0179       0.0188       0.1028
"""

values: """
          -10.0000       8.0584      10.0000       7.5146       4.9014
          -10.0000       4.4238   __________       5.2284       3.5129
          -10.0000       1.0694       1.0000       3.6867       2.0418
          -10.0000       0.3423   __________   __________       1.0655
           -9.9999       0.0239       0.0179       0.1611       0.3768
"""

policy: """
        exit         east         exit         west         west      
        exit         north        __________   north        north     
        exit         north        exit         north        north     
        exit         north        __________   __________   north     
        exit         east         west         east         north
"""

