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View Code? Open in Web Editor NEWA benchmark library for DRL-based flow control
A benchmark library for DRL-based flow control
simplified swimming model : https://arxiv.org/pdf/2009.14280.pdf
rework rayleigh rendering with subplots
correct doc for shkadov : fd -> fv
the nb of transitions can be shortened to 250k or 300k
add the rayleigh-benard cell case
add a granular case
it would be good to revise the entire structure of an environment and make all environments very similar.
To be done once the sloshing environment works, and to report modifications to the shkadov one.
sloshing results were obtained without bootstrap -> modify and re-run
try to use loops on shkadov instead of array indexing to check speedup
output actions in single file using file-append in dump
add control of kuramoto-sivashinsky case
https://royalsocietypublishing.org/doi/epdf/10.1098/rspa.2019.0351
https://arxiv.org/pdf/2104.05437.pdf
check that figures get closed during rendering
big mistake in rayleigh case, loop on segments uses same index as loop on actions.
Fix and re-run
shkadov obs are the values of q
but obs labels are with h
in the init routine of the env
check related case here : https://arxiv.org/pdf/2308.13029.pdf
add lorenz case
re-run burgers with 4000 transitions per batch and 400.000 total transitions
add a von karman cylinder case
correct rayleigh observations in documentation
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