Update REA, REINFORCE, and RANDOM

exps/algos-v2/run-all.sh

@@ -0,0 +1,17 @@
+#!/bin/bash
+# bash ./exps/algos-v2/run-all.sh
+echo script name: $0
+echo $# arguments
+
+datasets="cifar10 cifar100 ImageNet16-120"
+search_spaces="tss sss"
+
+
+for dataset in ${datasets}
+do
+  for search_space in ${search_spaces}
+  do
+    python ./exps/algos-v2/reinforce.py --dataset ${dataset} --search_space ${search_space} --learning_rate 0.001
+    python ./exps/algos-v2/regularized_ea.py --dataset ${dataset} --search_space ${search_space} --ea_cycles 200 --ea_population 10 --ea_sample_size 3
+  done
+done