style(nyz): rename advanced_buffer register name to advanced

ding/config/config.py

@@ -346,7 +346,7 @@ def compile_config(
         if 'collector' not in create_cfg:
             create_cfg.collector = EasyDict(dict(type='sample'))
         if 'replay_buffer' not in create_cfg:
-            create_cfg.replay_buffer = EasyDict(dict(type='priority'))
+            create_cfg.replay_buffer = EasyDict(dict(type='advanced'))
         if env is None:
             env = get_env_cls(create_cfg.env)
         if env_manager is None:
@@ -451,7 +451,7 @@ def compile_config_parallel(
     """
     # for compatibility
     if 'replay_buffer' not in create_cfg:
-        create_cfg.replay_buffer = EasyDict(dict(type='priority'))
+        create_cfg.replay_buffer = EasyDict(dict(type='advanced'))
     # env
     env = get_env_cls(create_cfg.env)
     if 'default_config' in dir(env):

ding/policy/impala.py

@@ -84,13 +84,11 @@ class IMPALAPolicy(Policy):
             discount_factor=0.9,
             gae_lambda=0.95,
             collector=dict(
-                type='sample',
                 collect_print_freq=1000,
             ),
         ),
         eval=dict(evaluator=dict(eval_freq=200, ), ),
         other=dict(replay_buffer=dict(
-            type='priority',
             replay_buffer_size=1000,
             max_use=16,
         ), ),

ding/worker/replay_buffer/advanced_buffer.py

@@ -10,7 +10,7 @@ from ding.utils.autolog import TickTime
 from .utils import UsedDataRemover, generate_id, SampledDataAttrMonitor, PeriodicThruputMonitor, ThruputController
 
 
-@BUFFER_REGISTRY.register('priority')
+@BUFFER_REGISTRY.register('advanced')
 class AdvancedReplayBuffer(IBuffer):
     r"""
     Overview:

dizoo/classic_control/cartpole/config/cartpole_ppg_config.py

@@ -56,8 +56,8 @@ cartpole_ppg_create_config = dict(
     env_manager=dict(type='base'),
     policy=dict(type='ppg'),
     replay_buffer=dict(
-        policy=dict(type='priority'),
-        value=dict(type='priority'),
+        policy=dict(type='advanced'),
+        value=dict(type='advanced'),
     )
 )
 cartpole_ppg_create_config = EasyDict(cartpole_ppg_create_config)