run_exper_ht_gradual_increase.sh

#!/usr/bin/python3.9

# Copyright (c) Microsoft Corporation.
# Licensed under the MIT License.

# Run all jupytext notebook and save output under output directory
OUTPUT_DIR=notebooks  #../../../../
INPUT_DIR=cyberbattle/agents/baseline/notebooks
REWARD_CLIP=True

# cat $INPUT_DIR/notebook_debug_tinymicro.py | jupytext --to ipynb --set-kernel - | papermill $OUTPUT_DIR/notebook_dql_tiny.ipynb -p gymid 'CyberBattleTinyMicro-v1' -p training_episode_count  2000 $arg # -p iteration_count 20 -p eval_episode_count 10

for i in {1..3}; do
  for reward in "-p reward_clip True" ""; do
    for gamma in "-p gamma 0.25" ""; do
        cat $INPUT_DIR/notebook_dql_debug_with_tinymicro.py | jupytext --to ipynb --set-kernel - | papermill $OUTPUT_DIR/notebook_dql_debug_tiny_ht_gradual_increase.ipynb -p gymid 'CyberBattleTinyMicro-v12' -p training_episode_count  2000 $reward $gamma # -p iteration_count 20 -p eval_episode_count 10
        cat $INPUT_DIR/notebook_dql_debug_with_tinymicro.py | jupytext --to ipynb --set-kernel - | papermill $OUTPUT_DIR/notebook_dql_debug_tiny_ht_gradual_increase.ipynb -p gymid 'CyberBattleTinyMicro-v123' -p training_episode_count  2000 $reward $gamma # -p iteration_count 20 -p eval_episode_count 100
        cat $INPUT_DIR/notebook_dql_debug_with_tinymicro.py | jupytext --to ipynb --set-kernel - | papermill $OUTPUT_DIR/notebook_dql_debug_tiny_ht_gradual_increase.ipynb -p gymid 'CyberBattleTinyMicro-v1234' -p training_episode_count  2000 $reward $gamma # -p iteration_count 20 -p eval_episode_count 10
    done
  done
done