paper_experiments.txt

# CT8
# ppo
python train_ctgraph.py baseline --seed 86 --env_config_path env_configs/ct8.json --exp_id ct8

# mask ri
 python train_ctgraph.py ll_supermask --new_task_mask random --seed 86 --env_config_path env_configs/ct8.json --exp_id ct8

# mask lc (runs as mask blc in exp_maskblc branch)
python train_ctgraph.py ll_supermask --new_task_mask linear_comb --seed 86 --env_config_path env_configs/ct8.json --exp_id ct8


# CT12
# ppo
python train_ctgraph.py baseline --seed 86 --env_config_path env_configs/ct12.json --exp_id ct12

# mask ri
python train_ctgraph.py ll_supermask --new_task_mask random --seed 86 --env_config_path env_configs/ct12.json --exp_id ct12

# mask lc (runs as mask blc in exp_maskblc branch)
python train_ctgraph.py ll_supermask --new_task_mask linear_comb --seed 86 --env_config_path env_configs/ct12.json --exp_id ct12


# CT8 MULTI DEPTH
# ppo
python train_ctgraph.py baseline --seed 86 --env_config_path env_configs/ct8_md.json --exp_id ct8md

# mask ri
python train_ctgraph.py ll_supermask --new_task_mask random --seed 86 --env_config_path env_configs/ct8_md.json --exp_id ct8md

# mask lc (runs as mask blc in exp_maskblc branch)
python train_ctgraph.py ll_supermask --new_task_mask linear_comb --seed 86 --env_config_path env_configs/ct8_md.json --exp_id ct8md


# MG10
# ppo
python train_minigrid.py baseline --seed 86

# mask ri
python train_minigrid.py ll_supermask --new_task_mask random --seed 86

# mask lc (runs as mask blc in exp_maskblc branch)
python train_minigrid.py ll_supermask --new_task_mask linear_comb --seed 86


#CW10
# ppo
python train_continualworld.py baseline --seed 436

# mask ri (for continuous values mask setup). For binary mask, run the command in ‘exp_maskri_discrete_mask_cw10’ branch
python train_continualworld.py ll_supermask --new_task_mask random --seed 436

# mask lc (for continuous values mask setup). (runs as mask blc in exp_maskblc branch)
# *no need* to run this in ‘exp_maskri_discrete_mask_cw10’ branch
python train_continualworld.py ll_supermask --new_task_mask linear_comb --seed 436