Created New Death Experiments Pipeline, what experiments to run?

[CCarissimo]

Hey Guys, @mbkorecki @Nylan17

I've added a file death_experiments.py
please be sure to use death branch
in this file there is a loop where we can iterate for all the variations of the experiments that we would like to try
I added a small piece of documentation in the file to explain what is going on
hopefully it is self-explanatory

have a look, see if you can get what is going on, and feel free to add features, measurements, and other things we may wish to eventually include in results. Tomorrow I will launch some a round of experiments on the cluster.

[mbkorecki]

looks good, so I think it would be useful to run a sweep over a case where:

• only the death states are passed on (the new agent starts with a memory replay that has only the death states)
• only the death state and some number of states before it are passed
• all states are passed on between the agents (this has been run by Cesare I think)
• no states are passed
  @Nylan17 do you wanna try running these? I'm not sure if we have access to a cluster at Todai?

[Nylan17]

I have access to a server (not cluster)...let me see what I can do.

EDIT: Running the default config and one where the replay's max size is 1 for now. Will upload to GDrive when they're done and then use that data to look for good visualizations.

There are a couple different ways to turn seaborn plots into animations. Not sure if pretty enough for what you had in mind but it's better looking than default matplotlib at least.