# movie
#eierl
python run.py --agt 14 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/eierl1/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --epsilon 0 --rollout_size 1 --pop_size 3 --torch_seed 9841

python run.py --agt 14 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/eierl2/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --epsilon 0 --rollout_size 1 --pop_size 3  --torch_seed 35741

python run.py --agt 14 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/eierl3/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --epsilon 0 --rollout_size 1 --pop_size 3  --torch_seed 91324

python run.py --agt 14 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/eierl4/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --epsilon 0 --rollout_size 1 --pop_size 3  --torch_seed 8134

python run.py --agt 14 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/eierl5/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --epsilon 0 --rollout_size 1 --pop_size 3  --torch_seed 13924

#dqn
python run.py --agt 9 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/dqn1/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --epsilon 0 --rollout_size 4 --pop_size 0 --torch_seed 9841

python run.py --agt 9 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/dqn2/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --epsilon 0 --rollout_size 4 --pop_size 0  --torch_seed 35741

python run.py --agt 9 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/dqn3/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --epsilon 0 --rollout_size 4 --pop_size 0  --torch_seed 91324

python run.py --agt 9 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/dqn4/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --epsilon 0 --rollout_size 4 --pop_size 0  --torch_seed 8134

python run.py --agt 9 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/dqn5/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --epsilon 0 --rollout_size 4 --pop_size 0  --torch_seed 13924
#

#ea(	"rollout_size":0,"pop_size": 4)
python run.py --agt 17 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 5000 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/ea1/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 9841

python run.py --agt 17 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 5000 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/ea2/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 35741

python run.py --agt 17 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 5000 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/ea3/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 91324

python run.py --agt 17 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 5000 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/ea4/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 8134

python run.py --agt 17 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 5000 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/ea5/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 13924
#

# icm
python run.py --agt 15 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/icm1/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 9841

python run.py --agt 15 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/icm2/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 35741

python run.py --agt 15 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/icm3/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 91324

python run.py --agt 15 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/icm4/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 8134

python run.py --agt 15 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/icm5/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 13924



# noisydqn
python run.py --agt 16 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/noisy1/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 9841

python run.py --agt 16 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/noisy2/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 35741

python run.py --agt 16 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/noisy3/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 91324

python run.py --agt 16 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/noisy4/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 8134

python run.py --agt 16 --usr 1 --max_turn 40 --kb_path ./deep_dialog/data_movie/movie_kb.1k.p --goal_file_path ./deep_dialog/data_movie/user_goals_first_turn_template.part.movie.v1.p --slot_set ./deep_dialog/data_movie/slot_set.txt  --act_set ./deep_dialog/data_movie/dia_acts.txt  --dict_path ./deep_dialog/data_movie/dicts.v3.p   --nlg_model_path ./deep_dialog/models/nlg/movie/lstm_tanh_relu_\[1468202263.38\]_2_0.610.p  --nlu_model_path ./deep_dialog/models/nlu/movie/lstm_\[1468447442.91\]_39_80_0.921.p     --diaact_nl_pairs ./deep_dialog/data_movie/dia_act_nl_pairs.v6.json  --dqn_hidden_size 80 --experience_replay_pool_size 5000 --episodes 500 --simulation_epoch_size 100  --write_model_dir ./deep_dialog/checkpoints/movie/nl/noisy5/  --run_mode 3  --act_level 0  --slot_err_prob 0.00   --intent_err_prob 0.00   --batch_size 16   --warm_start 1   --warm_start_epochs 100 --torch_seed 13924

