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DQN playing PongNoFrameskip-v4 from https://github.com/sgoodfriend/rl-algo-impls/tree/1d4094fbcc9082de7f53f4348dd4c7c354152907
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train_loop () {
local WANDB_TAGS="benchmark_$(git rev-parse --short HEAD) host_$(hostname)"
local algo
local env
local seed
local WANDB_PROJECT_NAME="${WANDB_PROJECT_NAME:-rl-algo-impls-benchmarks}"
local args=()
(( VIRTUAL_DISPLAY == 1)) && args+=("--virtual-display")
local SEEDS="${SEEDS:-1 2 3}"
for algo in $(echo $1); do
for env in $(echo $2); do
for seed in $SEEDS; do
echo python train.py --algo $algo --env $env --seed $seed --pool-size 1 --wandb-tags $WANDB_TAGS --wandb-project-name $WANDB_PROJECT_NAME ${args[@]}
done
done
done
}