STATS FOR 4 RANDOM AGENTS ON 1000 GAMES:

Yellow: Wins - 243, Average Turns to Win - 1175.00 Green: Wins - 233, Average Turns to Win - 1144.48 Blue: Wins - 249, Average Turns to Win - 1165.45 Red: Wins - 275, Average Turns to Win - 1203.14

STATS FOR RED AS QLEARNING AGENT (TRAINED FOR 1000 epochs):

Blue: Wins - 213, Average Turns to Win - 1096.08 Red: Wins - 395, Average Turns to Win - 1090.57 Yellow: Wins - 204, Average Turns to Win - 1108.08 Green: Wins - 188, Average Turns to Win - 1078.98

tuned hyperparams: Agent's Overall Statistics: Green: Wins - 187, Average Turns to Win - 1087.68 Yellow: Wins - 161, Average Turns to Win - 1090.68 Red: Wins - 473, Average Turns to Win - 1058.11 Blue: Wins - 179, Average Turns to Win - 1090.29