shell/test_cliffwalking.sh

# CliffWalking-v0
# Naive Actor
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider naive_actor --prompt_level 1 --num_trails 1
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider naive_actor --prompt_level 2 --num_trails 1 --distiller traj_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider naive_actor --prompt_level 3 --num_trails 5 --distiller traj_distiller --use_short_mem 1
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider naive_actor --prompt_level 4 --num_trails 1 --distiller traj_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider naive_actor --prompt_level 5 --num_trails 1

# PAL
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider pal_actor --prompt_level 1 --num_trails 1
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider pal_actor --prompt_level 2 --num_trails 1 --distiller traj_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider pal_actor --prompt_level 3 --num_trails 5 --distiller traj_distiller --use_short_mem 1
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider pal_actor --prompt_level 4 --num_trails 1 --distiller traj_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider pal_actor --prompt_level 5 --num_trails 1

# COT
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider cot_actor --prompt_level 1 --num_trails 1
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider cot_actor --prompt_level 2 --num_trails 1 --distiller traj_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider cot_actor --prompt_level 3 --num_trails 5 --distiller traj_distiller --use_short_mem 1
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider cot_actor --prompt_level 4 --num_trails 1 --distiller traj_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider cot_actor --prompt_level 5 --num_trails 1

# self consistency
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider self_consistency_actor --prompt_level 1 --num_trails 1
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider self_consistency_actor --prompt_level 2 --num_trails 1 --distiller traj_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider self_consistency_actor --prompt_level 3 --num_trails 5 --distiller traj_distiller --use_short_mem 1
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider self_consistency_actor --prompt_level 4 --num_trails 1 --distiller traj_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider self_consistency_actor --prompt_level 5 --num_trails 1

# self-ask
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider selfask_actor --prompt_level 1 --num_trails 1
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider selfask_actor --prompt_level 2 --num_trails 1 --distiller traj_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider selfask_actor --prompt_level 3 --num_trails 5 --distiller traj_distiller --use_short_mem 1
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider selfask_actor --prompt_level 4 --num_trails 1 --distiller traj_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider selfask_actor --prompt_level 5 --num_trails 1

# SPP
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider spp_actor --prompt_level 1 --num_trails 1
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider spp_actor --prompt_level 2 --num_trails 1 --distiller traj_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider spp_actor --prompt_level 3 --num_trails 5 --distiller traj_distiller --use_short_mem 1
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider spp_actor --prompt_level 4 --num_trails 1 --distiller traj_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider spp_actor --prompt_level 5 --num_trails 1

# REFLEXION
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider reflexion_actor --prompt_level 1 --num_trails 1 --distiller reflect_distiller
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider reflexion_actor --prompt_level 2 --num_trails 1 --distiller reflect_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider reflexion_actor --prompt_level 3 --num_trails 5 --distiller reflect_distiller
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider reflexion_actor --prompt_level 4 --num_trails 1 --distiller reflect_distiller --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider reflexion_actor --prompt_level 5 --num_trails 1 --distiller reflect_distiller

# Jarvis
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider jarvis_actor --prompt_level 1 --num_trails 1 --distiller guide_generator
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider jarvis_actor --prompt_level 2 --num_trails 1 --distiller guide_generator --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider jarvis_actor --prompt_level 3 --num_trails 5 --distiller guide_generator
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider jarvis_actor --prompt_level 4 --num_trails 1 --distiller guide_generator --prompt_path "envs/toy_text/few_shot_examples/cliffwalking"
python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider jarvis_actor --prompt_level 5 --num_trails 1 --distiller guide_generator