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prep supercloud
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tomsilver committed Jun 6, 2022
1 parent ad4db44 commit c457723
Showing 1 changed file with 6 additions and 5 deletions.
11 changes: 6 additions & 5 deletions scripts/supercloud/run_option_learning_experiments.sh
Original file line number Diff line number Diff line change
Expand Up @@ -51,22 +51,23 @@ for ENV in ${ENVS[@]}; do
# nsrt learning (oracle operators and options)
# note: $INCLUDED_OPTIONS excluded because all options are
# included for this oracle approach.
python $FILE $COMMON_ARGS --experiment_id ${ENV}_oracle_options_${NUM_TRAIN_TASKS} --approach nsrt_learning --strips_learner oracle
# python $FILE $COMMON_ARGS --experiment_id ${ENV}_oracle_options_${NUM_TRAIN_TASKS} --approach nsrt_learning --strips_learner oracle

# direct BC (main approach)
python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --experiment_id ${ENV}_main_${NUM_TRAIN_TASKS} --approach nsrt_learning --option_learner direct_bc
# NOTE: LOADING
python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --load_a --load_d --experiment_id ${ENV}_main_${NUM_TRAIN_TASKS} --approach nsrt_learning --option_learner direct_bc

# GNN metacontroller with direct BC options
python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --experiment_id ${ENV}_gnn_metacontroller_param_${NUM_TRAIN_TASKS} --approach gnn_metacontroller --option_learner direct_bc
# python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --experiment_id ${ENV}_gnn_metacontroller_param_${NUM_TRAIN_TASKS} --approach gnn_metacontroller --option_learner direct_bc

# GNN action policy BC
# python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --experiment_id ${ENV}_gnn_action_policy_${NUM_TRAIN_TASKS} --approach gnn_action_policy

# direct BC with nonparameterized options
python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --experiment_id ${ENV}_direct_bc_nonparam_${NUM_TRAIN_TASKS} --approach nsrt_learning --option_learner direct_bc_nonparameterized --mlp_regressor_max_itr 60000
# python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --experiment_id ${ENV}_direct_bc_nonparam_${NUM_TRAIN_TASKS} --approach nsrt_learning --option_learner direct_bc_nonparameterized --mlp_regressor_max_itr 60000

# GNN metacontroller with nonparameterized options
python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --experiment_id ${ENV}_gnn_metacontroller_nonparam_${NUM_TRAIN_TASKS} --approach gnn_metacontroller --option_learner direct_bc_nonparameterized --mlp_regressor_max_itr 60000
# python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --experiment_id ${ENV}_gnn_metacontroller_nonparam_${NUM_TRAIN_TASKS} --approach gnn_metacontroller --option_learner direct_bc_nonparameterized --mlp_regressor_max_itr 60000
fi
done
done

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