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johnjim0816
2022-08-24 11:33:06 +08:00
parent ad65dd17cd
commit 62a7364c72
40 changed files with 2129 additions and 179 deletions
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15
projects/codes/scripts/DQN_task0.sh Normal file
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# run DQN on CartPole-v0
# 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

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projects/codes/scripts/DQN_task1.sh Normal file
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'''
run DQN on CartPole-v1, not finished yet
'''
# 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 CartPole-v1 --train_eps 500 --epsilon_decay 1000 --memory_capacity 200000 --batch_size 128 --device cuda

14
projects/codes/scripts/Qlearning_task0.sh Normal file
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# 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/QLearning/main.py --device cpu

14
projects/codes/scripts/Qlearning_task1.sh Normal file
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@@ -0,0 +1,14 @@
# 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/QLearning/main.py --env_name FrozenLake-v1 --train_eps 800 --epsilon_start 0.70 --epsilon_end 0.1 --epsilon_decay 2000 --gamma 0.9 --lr 0.9 --device cpu