naf_search.sh

#!/usr/bin/env bash

python naf.py $* --gym_record ${1}_reference
python naf.py $* --batch_norm --gym_record ${1}_batchnorm
python naf.py $* --optimizer_lr 0.01 --gym_record ${1}_lr0.01
python naf.py $* --optimizer_lr 0.001 --gym_record ${1}_lr0.001
python naf.py $* --optimizer_lr 0.0001 --gym_record ${1}_lr0.0001
python naf.py $* --noise linear_decay --gym_record ${1}_noise_linear
python naf.py $* --noise exp_decay --gym_record ${1}_noise_exp
python naf.py $* --noise fixed --noise_scale 0.1 --gym_record ${1}_noise_fixed0.1
python naf.py $* --noise fixed --noise_scale 0.01 --gym_record ${1}_noise_fixed0.01
python naf.py $* --noise fixed --noise_scale 0.001 --gym_record ${1}_noise_fixed0.001
python naf.py $* --noise covariance --noise_scale 0.01 --gym_record ${1}_noise_cov0.01
python naf.py $* --batch_size 1000 --gym_record ${1}_batchsize1000
python naf.py $* --tau 1 --gym_record ${1}_tau1
python naf.py $* --tau 0.1 --gym_record ${1}_tau0.1
python naf.py $* --tau 0.01 --gym_record ${1}_tau0.01
python naf.py $* --tau 0.001 --gym_record ${1}_tau0.001
python naf.py $* --activation relu --gym_record ${1}_relu
python naf.py $* --layers 1 --gym_record ${1}_layers1
python naf.py $* --hidden_size 50 --gym_record ${1}_hidden50
python naf.py $* --gamma 0.995 --gym_record ${1}_gamma0.995
python naf.py $* --unit_norm --gym_record ${1}_unitnorm
python naf.py $* --max_norm 1 --gym_record ${1}_maxnorm1
python naf.py $* --max_norm 5 --gym_record ${1}_maxnorm5
python naf.py $* --l2_reg 0.001 --gym_record ${1}_l2reg0.001
python naf.py $* --l2_reg 0.0001 --gym_record ${1}_l2reg0.0001
python naf.py $* --l1_reg 0.001 --gym_record ${1}_l1reg0.001
python naf.py $* --l1_reg 0.0001 --gym_record ${1}_l1reg0.0001