RLAI Reinforcement Learning and Artificial Intelligence (RLAI)
The Nim Fix

Hello all.  I made a minor mistake.  The Nim agent in the latest tarball had a small bug, which lead to some people's output not being as clear as we were hoping.

So, that's my fault, and I apologize.  I am thus providing some output, and if I have sent you e-mail, you may resubmit new answers based on this data:

Nim Environment A:
    460 wins
     40 losses

     Value Function:
       V(0) = 1.0000    V(6) = 0.7531        V(12) = 0.7560
       V(1) = 0.0829    V(7) = 0.8723        V(13) = 0.8236
       V(2) = 0.2509    V(8) = 0.7219        V(14) = 0.6581
       V(3) = 0.5573    V(9) = 0.9435        V(15) = 0.9230
       V(4) = 0.9999    V(10) = 0.8114        V(16) = 0.5030
       V(5) = 0.8119    V(11) = 0.9013

Nim Environment B:
    424 wins
     76 losses

     Value Function:
       V(0) = 1.0000    V(6) = 0.5672        V(12) = 0.7747
       V(1) = 0.0101    V(7) = 0.5188        V(13) = 0.9412
       V(2) = 0.0106    V(8) = 0.9999        V(14) = 0.8448
       V(3) = 0.0102    V(9) = 0.8264        V(15) = 0.8942
       V(4) = 0.9999    V(10) = 0.8181        V(16) = 0.5030
       V(5) = 0.6169    V(11) = 0.8035

Nim Environment C:
    0 wins
    500 losses

     Value Function:
       V(0) = 1.0000    V(6) = 9.881E-8        V(12) = 0.7747
       V(1) = 2.555E-10    V(7) = 9.053E-8        V(13) = 1.401E-5
       V(2) = 2.186E-10    V(8) = 0.9999        V(14) = 1.352E-5
       V(3) = 2.579E-10    V(9) = 1.656E-6        V(15) = 1.315E-5
       V(4) = 0.9999    V(10) = 1.445E-6    V(16) = 0.5030
       V(5) = 9.671E-8    V(11) = 1.549E-6

Nim Environment D:
    285 wins
    215 losses

     Value Function:
       V(0) = 1.0000    V(6) = 3.104E-8        V(12) = 0.7747
       V(1) = 8.510E-14    V(7) = 1.359E-8        V(13) = 0.4517
       V(2) = 8.088E-14    V(8) = 0.9999        V(14) = 0.5063
       V(3) = 8.589E-14    V(9) = 0.4897        V(15) = 0.5197
       V(4) = 0.9999    V(10) = 0.3506        V(16) = 0.5030
       V(5) = 0.4618    V(11) = 0.4867