# 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 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 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 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 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 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 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 # exe python main_reflexion.py --env_name CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider exe_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 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 CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider exe_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 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 CliffWalking-v0 --init_summarizer cliffwalking_init_translator --curr_summarizer cliffwalking_basic_translator --decider exe_actor --prompt_level 5 --num_trails 1 --distiller guide_generator