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prep supercloud
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scripts/supercloud/run_option_learning_experiments.sh

Lines changed: 6 additions & 5 deletions
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@@ -51,22 +51,23 @@ for ENV in ${ENVS[@]}; do
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# nsrt learning (oracle operators and options)
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# note: $INCLUDED_OPTIONS excluded because all options are
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# included for this oracle approach.
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python $FILE $COMMON_ARGS --experiment_id ${ENV}_oracle_options_${NUM_TRAIN_TASKS} --approach nsrt_learning --strips_learner oracle
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# python $FILE $COMMON_ARGS --experiment_id ${ENV}_oracle_options_${NUM_TRAIN_TASKS} --approach nsrt_learning --strips_learner oracle
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# direct BC (main approach)
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python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --experiment_id ${ENV}_main_${NUM_TRAIN_TASKS} --approach nsrt_learning --option_learner direct_bc
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# NOTE: LOADING
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python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --load_a --load_d --experiment_id ${ENV}_main_${NUM_TRAIN_TASKS} --approach nsrt_learning --option_learner direct_bc
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# GNN metacontroller with direct BC options
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python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --experiment_id ${ENV}_gnn_metacontroller_param_${NUM_TRAIN_TASKS} --approach gnn_metacontroller --option_learner direct_bc
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# python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --experiment_id ${ENV}_gnn_metacontroller_param_${NUM_TRAIN_TASKS} --approach gnn_metacontroller --option_learner direct_bc
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# GNN action policy BC
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# python $FILE $COMMON_ARGS $INCLUDED_OPTIONS --experiment_id ${ENV}_gnn_action_policy_${NUM_TRAIN_TASKS} --approach gnn_action_policy
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# direct BC with nonparameterized options
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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
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# 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
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# GNN metacontroller with nonparameterized options
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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
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# 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
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fi
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done
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done

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