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hot update DQN

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johnjim0816
2022-08-24 12:49:16 +08:00
parent 07fb1d233e
commit 4f4658503e
24 changed files with 148 additions and 512 deletions
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projects/codes/scripts/DQN_task2.sh Normal file
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# run DQN on Acrobot-v1, not the best tuned parameters
# source conda, if you are already in proper conda environment, then comment the codes util "conda activate easyrl"
if [ -f "$HOME/anaconda3/etc/profile.d/conda.sh" ]; then
echo "source file at ~/anaconda3/etc/profile.d/conda.sh"
source ~/anaconda3/etc/profile.d/conda.sh
elif [ -f "$HOME/opt/anaconda3/etc/profile.d/conda.sh" ]; then
echo "source file at ~/opt/anaconda3/etc/profile.d/conda.sh"
source ~/opt/anaconda3/etc/profile.d/conda.sh
else
echo 'please manually config the conda source path'
fi
conda activate easyrl # easyrl here can be changed to another name of conda env that you have created
codes_dir=$(dirname $(dirname $(readlink -f "$0"))) # "codes" path
python $codes_dir/DQN/main.py --env_name Acrobot-v1 --train_eps 100 --epsilon_decay 1500 --lr 0.002 --memory_capacity 200000 --batch_size 128 --device cuda