File size: 2,713 Bytes
a5f760c |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 |
#!/usr/bin/env bash
set -xe
export PYTHONPATH=$(realpath repo/)
args_arr=(
"--name GoToObj --n 8 --env BabyAI-GoToObj-v0"
"--name GoToObjLocked --n 8 --env BabyAI-GoToObjLocked-v0"
"--name GoToObjUnlocked-freq_1 --n 1 --env BabyAI-GoToObjUnlocked-v0"
"--name GoToObjUnlocked-freq_2 --n 2 --env BabyAI-GoToObjUnlocked-v0"
"--name GoToObjUnlocked-freq_4 --n 4 --env BabyAI-GoToObjUnlocked-v0"
"--name GoToObjUnlocked --n 8 --env BabyAI-GoToObjUnlocked-v0"
"--name GoToObjUnlocked-freq_32 --n 32 --env BabyAI-GoToObjUnlocked-v0"
"--name GoToObjLocked_ambiguous-freq_1 --n 1 --env BabyAI-GoToObjLocked_ambiguous-v0"
"--name GoToObjLocked_ambiguous-freq_2 --n 2 --env BabyAI-GoToObjLocked_ambiguous-v0"
"--name GoToObjLocked_ambiguous-freq_4 --n 4 --env BabyAI-GoToObjLocked_ambiguous-v0"
"--name GoToObjLocked_ambiguous --n 8 --env BabyAI-GoToObjLocked_ambiguous-v0"
"--name GoToObjLocked_ambiguous-freq_32 --n 32 --env BabyAI-GoToObjLocked_ambiguous-v0"
"--name GoToObjUnlocked-msg_4 --len-message 4 --num-symbols 4 --n 8 --env BabyAI-GoToObjUnlocked-v0"
"--name GoToObjUnlocked-msg_16 --len-message 16 --num-symbols 16 --n 8 --env BabyAI-GoToObjUnlocked-v0"
"--name GoToObjUnlocked-msg_32 --len-message 32 --num-symbols 32 --n 8 --env BabyAI-GoToObjUnlocked-v0"
"--name GoToObjLocked_ambiguous-msg_4 --len-message 4 --num-symbols 4 --n 8 --env BabyAI-GoToObjLocked_ambiguous-v0"
"--name GoToObjLocked_ambiguous-msg_16 --len-message 16 --num-symbols 16 --n 8 --env BabyAI-GoToObjLocked_ambiguous-v0"
"--name GoToObjLocked_ambiguous-msg_32 --len-message 32 --num-symbols 32 --n 8 --env BabyAI-GoToObjLocked_ambiguous-v0"
)
function get_model_path {
sr=$1
mod=$(ls models | grep ".*ppo_expert.*$sr" | sort | tail -n1)
echo -n $mod
}
for idx in $(seq 0 $((${#args_arr[@]} - 1))); do
cd repo
args=${args_arr[$idx]}
# Remove the leading --name arg which is not in the train_rl.py script.
train_args=$(echo $args | cut -d' ' -f3-)
name=$(echo $args | cut -d' ' -f2)
# Be careful about running this in parallel because the code does not use
# assign unique names to configurations, so get_model_path might get the
# wrong path if multiple instances of this are run in parallel.
eval python scripts/train_rl.py \
--seed 1 \
--frames 5e7 \
--tb \
$train_args
orig_sender=$(get_model_path sender)
orig_receiver=$(get_model_path receiver)
sender=$name-sender
receiver=$name-receiver
mv -n models/{$orig_sender,$sender}
mv -n models/{$orig_receiver,$receiver}
eval python ../helper.py \
--episodes 5000 \
--sender $sender \
--receiver $receiver \
$args
cd ..
done
|