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johnjim0816
2022-08-29 15:12:33 +08:00
parent 99a3c1afec
commit 0b0f7e857d
109 changed files with 8213 additions and 1658 deletions
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projects/codes/scripts/DQN_CartPole-v1.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 2000 --gamma 0.99 --epsilon_decay 6000 --lr 0.00001 --memory_capacity 200000 --batch_size 64 --device cuda