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更新算法模版

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This commit is contained in:
johnjim0816
2022-11-06 12:15:36 +08:00
parent 466a17707f
commit dc78698262
256 changed files with 17282 additions and 10229 deletions
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15
projects/codes/scripts/A2C_CartPole-v0.sh
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@@ -1,15 +0,0 @@
# run A2C 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/A2C/main.py

12
projects/codes/scripts/DQN_Acrobot-v1.sh
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@@ -1,15 +1,3 @@
# 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

15
projects/codes/scripts/DQN_CartPole-v0.sh
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@@ -1,15 +0,0 @@
# 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

11
projects/codes/scripts/DQN_CartPole-v1.sh
View File

@@ -1,14 +1,3 @@
# 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

12
projects/codes/scripts/DoubleDQN_CartPole-v0.sh
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@@ -1,15 +1,3 @@
# run Double 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/DoubleDQN/main.py --device cuda

10
projects/codes/scripts/Qlearning_CliffWalking-v0.sh
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@@ -1,12 +1,2 @@
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 CliffWalking-v0 --train_eps 400 --gamma 0.90 --epsilon_start 0.95 --epsilon_end 0.01 --epsilon_decay 300 --lr 0.1 --device cpu

12
projects/codes/scripts/Qlearning_FrozenLakeNoSlippery-v1.sh
View File

@@ -1,14 +1,2 @@
# 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 FrozenLakeNoSlippery-v1 --train_eps 800 --epsilon_start 0.70 --epsilon_end 0.1 --epsilon_decay 2000 --gamma 0.9 --lr 0.9 --device cpu

12
projects/codes/scripts/Qlearning_Racetrack-v0.sh
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@@ -1,14 +1,2 @@
# 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 Racetrack-v0 --device cpu

10
projects/codes/scripts/Sarsa_CliffWalking-v0.sh
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@@ -1,12 +1,2 @@
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/Sarsa/main.py --env_name CliffWalking-v0 --train_eps 400 --gamma 0.90 --epsilon_start 0.95 --epsilon_end 0.01 --epsilon_decay 300 --lr 0.1 --device cpu

11
projects/codes/scripts/Sarsa_FrozenLakeNoSlippery-v1.sh
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@@ -1,13 +1,2 @@
# Sarsa for FrozenLakeNoSlippery-v1, cannot converge like Qlearning!
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/Sarsa/main.py --env_name FrozenLakeNoSlippery-v1 --train_eps 800 --ep_max_steps 10 --epsilon_start 0.50 --epsilon_end 0.01 --epsilon_decay 2000 --gamma 0.9 --lr 0.1 --device cpu

10
projects/codes/scripts/Sarsa_Racetrack-v0.sh
View File

@@ -1,12 +1,2 @@
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/Sarsa/main.py --env_name Racetrack-v0