import visualize
import sys
if sys.argv < 2:
raise "Need agent name"
agentName = sys.argv[1]
repeats = 50
pattern = "python pacman.py -T SrcTeam -p %s -m 1000 -q"
values = [[ agentName ] * repeats]
visualize.savePlots("plots/train-%s.pdf" % agentName,[visualize.plotFinalScores(*visualize.compareFinalScores(pattern, *values, n=5), fmt="%s")])
import warnings
warnings.filterwarnings("ignore", category=DeprecationWarning)
import visualize
pattern = "python -W ignore pacman.py -T SrcTeam -p %s -m 1000 -q"
values = [[
"GoodBadCapsuleDistanceAgent"
, "SeededGoodBadCapsuleDistanceAgent"
, "LocalNeighborhoodAgent"
, "SeededLocalNeighborhoodAgent"
, "GhostPositionAgent"
, "SafeAgent"
, "BadGhostAgent"
, "CapsuleAgent"
, "GhostAgent"
, "AnyGhostAgent"
]]
n = 10
visualize.savePlots("plots/agents-trajectories.pdf",[visualize.plotScores(*visualize.compareScores(pattern, *values), fmt="%s")])
visualize.savePlots("plots/agents-finals.pdf",[visualize.plotFinalScores(*visualize.compareFinalScores(pattern, *values, n=n, seeds=range(1,n+1)), fmt="%s")])