# --- Also plotting the history of means
if saveallfigs:
savefig = mainfig.replace('main', 'main_HistoryOfMeans')
print(
" - Plotting the history of means, and saving the plot to {} ..."
.format(savefig))
evaluation.plotHistoryOfMeans(
envId, savefig=savefig) # XXX To save the figure
else:
evaluation.plotHistoryOfMeans(envId) # XXX To plot without saving
# --- Also plotting the boxplot of last regrets
if saveallfigs:
savefig = mainfig.replace('main', 'main_BoxPlotRegret')
evaluation.plotLastRegrets(envId, boxplot=True, savefig=savefig)
else:
evaluation.plotLastRegrets(
envId, boxplot=True) # XXX To plot without saving
# --- Also plotting the running times
if saveallfigs:
savefig = mainfig.replace('main', 'main_RunningTimes')
print(
" - Plotting the running times, and saving the plot to {} ...".
format(savefig))
evaluation.plotRunningTimes(
envId, savefig=savefig) # XXX To save the figure
else:
evaluation.plotRunningTimes(envId) # XXX To plot without saving
# Start the evaluation and then print final ranking and plot, for each environment
for envId, env in enumerate(evaluation.envs):
# Evaluate just that env
evaluation.startOneEnv(envId, env)
# Compare them
for envId, env in enumerate(evaluation.envs):
evaluation.plotHistoryOfMeans(envId) # XXX To plot without saving
print("\nGiving all the vector of final regrets ...")
evaluation.printLastRegrets(envId)
print("\nGiving the final ranking ...")
evaluation.printFinalRanking(envId)
print("\n\n- Plotting the last regrets...")
evaluation.plotLastRegrets(envId, boxplot=True)
print("\nGiving the mean and std running times ...")
evaluation.printRunningTimes(envId)
evaluation.plotRunningTimes(envId)
print("\nGiving the mean and std running times ...")
evaluation.printMemoryConsumption(envId)
evaluation.plotMemoryConsumption(envId)
print("\n\n- Plotting the mean reward...")
evaluation.plotRegrets(envId, meanReward=True)
print("\n\n- Plotting the regret...")
evaluation.plotRegrets(envId)