shell/test_mujoco_halfcheetah.sh

# HalfCheetah-v4
# Naive Actor
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider naive_actor --prompt_level 1 --num_trails 1 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider naive_actor --prompt_level 2 --num_trails 1 --distiller traj_distiller --prompt_path "envs/classic_control/few_shot_examples/halfcheetahpole" 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider naive_actor --prompt_level 3 --num_trails 5 --distiller traj_distiller  
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider naive_actor --prompt_level 4 --num_trails 1 --distiller traj_distiller --prompt_path "envs/classic_control/few_shot_examples/halfcheetahpole" 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider naive_actor --prompt_level 5 --num_trails 1 

# COT
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider cot_actor --prompt_level 1 --num_trails 1 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider cot_actor --prompt_level 2 --num_trails 1 --distiller traj_distiller --prompt_path "envs/classic_control/few_shot_examples/halfcheetahpole" 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider cot_actor --prompt_level 3 --num_trails 5 --distiller traj_distiller  
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider cot_actor --prompt_level 4 --num_trails 1 --distiller traj_distiller --prompt_path "envs/classic_control/few_shot_examples/halfcheetahpole"
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider cot_actor --prompt_level 5 --num_trails 1 

# self consistency
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider self_consistency_actor --prompt_level 1 --num_trails 1 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider self_consistency_actor --prompt_level 2 --num_trails 1 --distiller traj_distiller --prompt_path "envs/classic_control/few_shot_examples/halfcheetahpole" 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider self_consistency_actor --prompt_level 3 --num_trails 5 --distiller traj_distiller  
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider self_consistency_actor --prompt_level 4 --num_trails 1 --distiller traj_distiller --prompt_path "envs/classic_control/few_shot_examples/halfcheetahpole" 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider self_consistency_actor --prompt_level 5 --num_trails 1 

# self-ask
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider selfask_actor --prompt_level 1 --num_trails 1 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider selfask_actor --prompt_level 2 --num_trails 1 --distiller traj_distiller --prompt_path "envs/classic_control/few_shot_examples/halfcheetahpole" 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider selfask_actor --prompt_level 3 --num_trails 5 --distiller traj_distiller  
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider selfask_actor --prompt_level 4 --num_trails 1 --distiller traj_distiller --prompt_path "envs/classic_control/few_shot_examples/halfcheetahpole" 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider selfask_actor --prompt_level 5 --num_trails 1 

# SPP
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider spp_actor --prompt_level 1 --num_trails 1 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider spp_actor --prompt_level 2 --num_trails 1 --distiller traj_distiller --prompt_path "envs/classic_control/few_shot_examples/halfcheetahpole" 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider spp_actor --prompt_level 3 --num_trails 5 --distiller traj_distiller  
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider spp_actor --prompt_level 4 --num_trails 1 --distiller traj_distiller --prompt_path "envs/classic_control/few_shot_examples/halfcheetahpole" 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider spp_actor --prompt_level 5 --num_trails 1 

# REFLEXION
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider reflexion_actor --prompt_level 1 --num_trails 1 --distiller reflect_distiller 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider reflexion_actor --prompt_level 2 --num_trails 1 --distiller reflect_distiller --prompt_path "envs/classic_control/few_shot_examples/halfcheetahpole" 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider reflexion_actor --prompt_level 3 --num_trails 5 --distiller reflect_distiller 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider reflexion_actor --prompt_level 4 --num_trails 1 --distiller reflect_distiller --prompt_path "envs/classic_control/few_shot_examples/halfcheetahpole" 
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider reflexion_actor --prompt_level 5 --num_trails 1 --distiller reflect_distiller 


# exe
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider exe_actor --prompt_level 1 --num_trails 1 --distiller guide_generator --api_type openai
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider exe_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 HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider exe_actor --prompt_level 3 --num_trails 5 --distiller guide_generator
python main_reflexion.py --env_name HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider exe_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 HalfCheetah-v4 --init_summarizer halfcheetah_init_translator --curr_summarizer halfcheetah_basic_translator --decider exe_actor --prompt_level 5 --num_trails 1 --distiller guide_generator