Chronics input data

[rajarshiroychowdhury]

Hi,

Just a quick question! When playing with the L2RPN Baseline agents (let's say the example with DuelDQN), do I need to specify the path of the downloaded grid data somewhere? I think even when I am creating the environment with Test = False, the summary still shows results for just two chronics (000 and 001)? Am sure am missing something obvious here! Thanks for the help!

[BDonnot]

Hello,

You should be able to use the correct environment just by calling (for neurips track1 for example):

import grid2op
env = grid2op.make("l2rpn_neurips_2020_track1_small")

For the environment of track 1 for example.

A full list of the available environments is accessible with

import grid2op
grid2op.list_available_remote_env()

As said in the warning, do not use test=True for real agent training.

Benjamin

[BDonnot]

Hello, can I see the code you use to generate these logs ?
I think you are either selecting only two chronics as test (and test on these ones) or you are evalutating your agent (once trained) on only two scenarios (hence the only two scenarios that you see here)

[rajarshiroychowdhury]

Here you go! Thanks much for your time!
RL_Project_Power_System_Agent.zip

[BDonnot]

That is what i thought.

In:

evaluated_agent, res_runner = evaluate(env,
                                       name=agent_name,
                                       load_path=save_path,
                                       logs_path=path_save_results,
                                       nb_episode=2,
                                       nb_process=1,
                                       max_steps=max_eval_step,
                                       verbose=True,
                                       save_gif=False)

You ask to evaluate your agent on 2 episode (nb_episode=2) so it's perfectly consistent that in the result folder, you will see exactly 2 episodes

[rajarshiroychowdhury]

I see! That was so dumb on my part! Thanks much! Appreciate this very much!

[BDonnot]

No problem, happy to haved helped :-)

Also don't forget that the chronics you see there are the chronics you test on, and NOT the chronics you trained on.