diff --git a/convlab/policy/ppo/sigir23/RuleUser-T5-BertNLU-RuleDST-PPOPolicy.json b/convlab/policy/ppo/sigir23/RuleUser-T5-BertNLU-RuleDST-PPOPolicy.json
new file mode 100644
index 0000000000000000000000000000000000000000..588cd499e873da1c7ee0c4e90fbfcf703a087f13
--- /dev/null
+++ b/convlab/policy/ppo/sigir23/RuleUser-T5-BertNLU-RuleDST-PPOPolicy.json
@@ -0,0 +1,61 @@
+{
+ "model": {
+ "load_path": "convlab/policy/ppo/pretrained_models/mle",
+ "pretrained_load_path": "",
+ "use_pretrained_initialisation": false,
+ "batchsz": 200,
+ "seed": 0,
+ "epoch": 100,
+ "eval_frequency": 5,
+ "process_num": 1,
+ "num_eval_dialogues": 200,
+ "sys_semantic_to_usr": false
+ },
+ "vectorizer_sys": {
+ "uncertainty_vector_mul": {
+ "class_path": "convlab.policy.vector.vector_binary.VectorBinary",
+ "ini_params": {
+ "use_masking": true,
+ "manually_add_entity_names": true,
+ "seed": 0
+ }
+ }
+ },
+ "nlu_sys": {
+ "BertNLU": {
+ "class_path": "convlab.nlu.jointBERT.unified_datasets.BERTNLU",
+ "ini_params": {
+ "mode": "all",
+ "config_file": "multiwoz21_all.json",
+ "model_file": "https://huggingface.co/ConvLab/bert-base-nlu/resolve/main/bertnlu_unified_multiwoz21_all_context0.zip"
+ }
+ }
+ },
+ "dst_sys": {
+ "RuleDST": {
+ "class_path": "convlab.dst.rule.multiwoz.dst.RuleDST",
+ "ini_params": {}
+ }
+ },
+ "sys_nlg": {},
+ "nlu_usr": {},
+ "dst_usr": {},
+ "policy_usr": {
+ "RulePolicy": {
+ "class_path": "convlab.policy.rule.multiwoz.RulePolicy",
+ "ini_params": {
+ "character": "usr"
+ }
+ }
+ },
+ "usr_nlg": {
+ "T5": {
+ "class_path": "convlab.base_models.t5.nlg.T5NLG",
+ "ini_params": {
+ "speaker": "user",
+ "context_window_size": 0,
+ "model_name_or_path": "Convlab/t5-small-nlg-user-multiwoz21"
+ }
+ }
+ }
+}
\ No newline at end of file
diff --git a/convlab/policy/ppo/sigir23/RuleUser-TemplateNLG-BertNLU-RuleDST-PPOPolicy.json b/convlab/policy/ppo/sigir23/RuleUser-TemplateNLG-BertNLU-RuleDST-PPOPolicy.json
new file mode 100644
index 0000000000000000000000000000000000000000..a577297fb6a2d5d4623d88d2d5e768c6c75369ae
--- /dev/null
+++ b/convlab/policy/ppo/sigir23/RuleUser-TemplateNLG-BertNLU-RuleDST-PPOPolicy.json
@@ -0,0 +1,61 @@
+{
+ "model": {
+ "load_path": "convlab/policy/ppo/pretrained_models/mle",
+ "pretrained_load_path": "",
+ "use_pretrained_initialisation": false,
+ "batchsz": 200,
+ "seed": 0,
+ "epoch": 100,
+ "eval_frequency": 5,
+ "process_num": 1,
+ "num_eval_dialogues": 200,
+ "sys_semantic_to_usr": false
+ },
+ "vectorizer_sys": {
+ "uncertainty_vector_mul": {
+ "class_path": "convlab.policy.vector.vector_binary.VectorBinary",
+ "ini_params": {
+ "use_masking": true,
+ "manually_add_entity_names": true,
+ "seed": 0
+ }
+ }
+ },
+ "nlu_sys": {
+ "BertNLU": {
+ "class_path": "convlab.nlu.jointBERT.unified_datasets.BERTNLU",
+ "ini_params": {
+ "mode": "all",
+ "config_file": "multiwoz21_all.json",
+ "model_file": "https://huggingface.co/ConvLab/bert-base-nlu/resolve/main/bertnlu_unified_multiwoz21_all_context0.zip"
+ }
+ }
+ },
+ "dst_sys": {
+ "RuleDST": {
+ "class_path": "convlab.dst.rule.multiwoz.dst.RuleDST",
+ "ini_params": {}
+ }
+ },
+ "sys_nlg": {},
+ "nlu_usr": {},
+ "dst_usr": {},
+ "policy_usr": {
+ "RulePolicy": {
+ "class_path": "convlab.policy.rule.multiwoz.RulePolicy",
+ "ini_params": {
+ "character": "usr"
+ }
+ }
+ },
+ "usr_nlg": {
+ "TemplateNLG": {
+ "class_path": "convlab.nlg.template.multiwoz.TemplateNLG",
+ "ini_params": {
+ "is_user": true,
+ "label_noise": 0.0,
+ "text_noise": 0.0
+ }
+ }
+ }
+}
\ No newline at end of file
diff --git a/convlab/policy/ppo/sigir23/Sample-GenTUS-BertNLU-RuleDST-PPOPolicy.json b/convlab/policy/ppo/sigir23/Sample-GenTUS-BertNLU-RuleDST-PPOPolicy.json
new file mode 100644
index 0000000000000000000000000000000000000000..31617efdb0251d4ded7a20544f296648305bd6e2
--- /dev/null
+++ b/convlab/policy/ppo/sigir23/Sample-GenTUS-BertNLU-RuleDST-PPOPolicy.json
@@ -0,0 +1,55 @@
+{
+ "model": {
+ "load_path": "convlab/policy/ppo/pretrained_models/mle",
+ "pretrained_load_path": "",
+ "use_pretrained_initialisation": false,
+ "batchsz": 200,
+ "seed": 0,
+ "epoch": 100,
+ "eval_frequency": 5,
+ "process_num": 1,
+ "num_eval_dialogues": 200,
+ "sys_semantic_to_usr": false
+ },
+ "vectorizer_sys": {
+ "uncertainty_vector_mul": {
+ "class_path": "convlab.policy.vector.vector_binary.VectorBinary",
+ "ini_params": {
+ "use_masking": true,
+ "manually_add_entity_names": true,
+ "seed": 0
+ }
+ }
+ },
+ "nlu_sys": {
+ "BertNLU": {
+ "class_path": "convlab.nlu.jointBERT.unified_datasets.BERTNLU",
+ "ini_params": {
+ "mode": "all",
+ "config_file": "multiwoz21_all.json",
+ "model_file": "https://huggingface.co/ConvLab/bert-base-nlu/resolve/main/bertnlu_unified_multiwoz21_all_context0.zip"
+ }
+ }
+ },
+ "dst_sys": {
+ "RuleDST": {
+ "class_path": "convlab.dst.rule.multiwoz.dst.RuleDST",
+ "ini_params": {}
+ }
+ },
+ "sys_nlg": {},
+ "nlu_usr": {},
+ "dst_usr": {},
+ "policy_usr": {
+ "GenTUS": {
+ "class_path": "convlab.policy.genTUS.stepGenTUS.UserPolicy",
+ "ini_params": {
+ "model_checkpoint": "convlab/policy/genTUS/unify/experiments/multiwoz21-exp",
+ "mode": "language",
+ "only_action": false,
+ "sample": true
+ }
+ }
+ },
+ "usr_nlg": {}
+}
\ No newline at end of file
diff --git a/convlab/policy/ppo/sigir23/Sample-emoTUS-BertNLU-RuleDST-PPOPolicy.json b/convlab/policy/ppo/sigir23/Sample-emoTUS-BertNLU-RuleDST-PPOPolicy.json
new file mode 100644
index 0000000000000000000000000000000000000000..52d6355d36e302360b39277331a69430c0a9a9a1
--- /dev/null
+++ b/convlab/policy/ppo/sigir23/Sample-emoTUS-BertNLU-RuleDST-PPOPolicy.json
@@ -0,0 +1,57 @@
+{
+ "model": {
+ "load_path": "convlab/policy/ppo/pretrained_models/mle",
+ "pretrained_load_path": "",
+ "use_pretrained_initialisation": false,
+ "batchsz": 200,
+ "seed": 0,
+ "epoch": 100,
+ "eval_frequency": 5,
+ "process_num": 1,
+ "num_eval_dialogues": 200,
+ "sys_semantic_to_usr": false
+ },
+ "vectorizer_sys": {
+ "uncertainty_vector_mul": {
+ "class_path": "convlab.policy.vector.vector_binary.VectorBinary",
+ "ini_params": {
+ "use_masking": true,
+ "manually_add_entity_names": true,
+ "seed": 0
+ }
+ }
+ },
+ "nlu_sys": {
+ "BertNLU": {
+ "class_path": "convlab.nlu.jointBERT.unified_datasets.BERTNLU",
+ "ini_params": {
+ "mode": "all",
+ "config_file": "multiwoz21_all.json",
+ "model_file": "https://huggingface.co/ConvLab/bert-base-nlu/resolve/main/bertnlu_unified_multiwoz21_all_context0.zip"
+ }
+ }
+ },
+ "dst_sys": {
+ "RuleDST": {
+ "class_path": "convlab.dst.rule.multiwoz.dst.RuleDST",
+ "ini_params": {}
+ }
+ },
+ "sys_nlg": {},
+ "nlu_usr": {},
+ "dst_usr": {},
+ "policy_usr": {
+ "RulePolicy": {
+ "class_path": "convlab.policy.emoTUS.emoTUS.UserPolicy",
+ "ini_params": {
+ "model_checkpoint": "convlab/policy/emoTUS/unify/experiments/emowoz+dialmage_0_1/23-01-11-15-17",
+ "character": "usr",
+ "mode": "language",
+ "only_action": false,
+ "use_sentiment": true,
+ "sample": true
+ }
+ }
+ },
+ "usr_nlg": {}
+}
\ No newline at end of file