So I’ve been using the default curves to monitor my RL experiments for a while now. They are very handy and easier to manage than my old
.csv workflow. In my experiments, I have multiple runs with the same hyperparameters and they are organized into groups. What I’m trying to plot is this: create a bar plot of max performance averaged across trials for each group, versus the name of the group.
I tried to create a panel of bar plot, and in general it looks like what I want: it lists all the groups of runs, and automatically calculates some aggregated value of them, e.g. mean or median. But it seems that the plot is taking the mean/median of all the values from the whole group (like the concat of all trials) instead of giving me a choice of, e.g., averaging over the max return of each run. Here is what the plot looks like:
I saw that there are custom tables, but I’m not quite sure how to use them. If it’s easy to write, can someone give some hints about how to get custom tables to do this for me? Lots of thanks.