diff --git a/Lib/importlib/__init__.py b/Lib/importlib/__init__.py
index 69ca9ce..e56e9c3 100644
--- a/Lib/importlib/__init__.py
+++ b/Lib/importlib/__init__.py
@@ -107,7 +107,7 @@
     if not module or not isinstance(module, types.ModuleType):
         raise TypeError("reload() argument must be module")
     name = module.__name__
-    if name not in sys.modules:
+    if sys.modules.get(name) is not module:
         msg = "module {} not in sys.modules"
         raise ImportError(msg.format(name), name=name)
     if name in _RELOADING:
@@ -118,7 +118,11 @@
         if parent_name and parent_name not in sys.modules:
             msg = "parent {!r} not in sys.modules"
             raise ImportError(msg.format(parent_name), name=parent_name)
-        module.__loader__.load_module(name)
+        loader = _bootstrap._find_module(name, None)
+        if loader is None:
+            raise ImportError(_bootstrap._ERR_MSG.format(name), name=name)
+        module.__loader__ = loader
+        loader.load_module(name)
         # The module may have replaced itself in sys.modules!
         return sys.modules[module.__name__]
     finally:
diff --git a/Lib/importlib/_bootstrap.py b/Lib/importlib/_bootstrap.py
index ec10532..a06a02f 100644
--- a/Lib/importlib/_bootstrap.py
+++ b/Lib/importlib/_bootstrap.py
@@ -1510,15 +1510,19 @@
     """Find a module's loader."""
     if not sys.meta_path:
         _warnings.warn('sys.meta_path is empty', ImportWarning)
+    is_reload = name in sys.modules
     for finder in sys.meta_path:
         with _ImportLockContext():
             loader = finder.find_module(name, path)
         if loader is not None:
             # The parent import may have already imported this module.
-            if name not in sys.modules:
+            if is_reload or name not in sys.modules:
                 return loader
             else:
-                return sys.modules[name].__loader__
+                try:
+                    return sys.modules[name].__loader__
+                except AttributeError:
+                    return loader
     else:
         return None
 
diff --git a/Lib/test/test_importlib/test_api.py b/Lib/test/test_importlib/test_api.py
index 5843a5c..1fa905c 100644
--- a/Lib/test/test_importlib/test_api.py
+++ b/Lib/test/test_importlib/test_api.py
@@ -1,8 +1,10 @@
 from . import util
 
 frozen_init, source_init = util.import_importlib('importlib')
+frozen_util, source_util = util.import_importlib('importlib.util')
 frozen_machinery, source_machinery = util.import_importlib('importlib.machinery')
 
+import os.path
 import sys
 from test import support
 import types
@@ -190,11 +192,129 @@
                 self.assertEqual(actual.spam, 3)
                 self.assertEqual(reloaded.spam, 3)
 
+    def test_reload_missing_loader(self):
+        with support.CleanImport('types'):
+            import types
+            loader = types.__loader__
+            del types.__loader__
+            reloaded = self.init.reload(types)
+
+            self.assertIs(reloaded, types)
+            self.assertIs(sys.modules['types'], types)
+            self.assertEqual(reloaded.__loader__.path, loader.path)
+
+    def test_reload_loader_replaced(self):
+        with support.CleanImport('types'):
+            import types
+            types.__loader__ = None
+            self.init.invalidate_caches()
+            reloaded = self.init.reload(types)
+
+            self.assertIsNot(reloaded.__loader__, None)
+            self.assertIs(reloaded, types)
+            self.assertIs(sys.modules['types'], types)
+
+    def test_reload_location_changed(self):
+        name = 'spam'
+        with support.temp_cwd(None) as cwd:
+            with util.uncache('spam'):
+                with support.DirsOnSysPath(cwd):
+                    self.init.invalidate_caches()
+                    path = os.path.join(cwd, name + '.py')
+                    cached = self.util.cache_from_source(path)
+                    expected = {'__name__': name,
+                                '__package__': '',
+                                '__file__': path,
+                                '__cached__': cached,
+                                '__doc__': None,
+                                '__builtins__': __builtins__,
+                                }
+                    support.create_empty_file(path)
+                    module = self.init.import_module(name)
+                    ns = vars(module)
+                    del ns['__initializing__']
+                    loader = ns.pop('__loader__')
+                    self.assertEqual(loader.path, path)
+                    self.assertEqual(ns, expected)
+
+                    self.init.invalidate_caches()
+                    init_path = os.path.join(cwd, name, '__init__.py')
+                    cached = self.util.cache_from_source(init_path)
+                    expected = {'__name__': name,
+                                '__package__': name,
+                                '__file__': init_path,
+                                '__cached__': cached,
+                                '__path__': [os.path.dirname(init_path)],
+                                '__doc__': None,
+                                '__builtins__': __builtins__,
+                                }
+                    os.mkdir(name)
+                    os.rename(path, init_path)
+                    reloaded = self.init.reload(module)
+                    ns = vars(reloaded)
+                    del ns['__initializing__']
+                    loader = ns.pop('__loader__')
+                    self.assertIs(reloaded, module)
+                    self.assertEqual(loader.path, init_path)
+                    self.assertEqual(ns, expected)
+
+    def test_reload_namespace_changed(self):
+        self.maxDiff = None
+        name = 'spam'
+        with support.temp_cwd(None) as cwd:
+            with util.uncache('spam'):
+                with support.DirsOnSysPath(cwd):
+                    self.init.invalidate_caches()
+                    bad_path = os.path.join(cwd, name, '__init.py')
+                    cached = self.util.cache_from_source(bad_path)
+                    expected = {'__name__': name,
+                                '__package__': name,
+                                '__doc__': None,
+                                }
+                    os.mkdir(name)
+                    with open(bad_path, 'w') as init_file:
+                        init_file.write('eggs = None')
+                    module = self.init.import_module(name)
+                    ns = vars(module)
+                    del ns['__initializing__']
+                    loader = ns.pop('__loader__')
+                    path = ns.pop('__path__')
+                    self.assertEqual(list(path),
+                                     [os.path.dirname(bad_path)] * 2)
+                    with self.assertRaises(AttributeError):
+                        # a NamespaceLoader
+                        loader.path
+                    self.assertEqual(ns, expected)
+
+                    self.init.invalidate_caches()
+                    init_path = os.path.join(cwd, name, '__init__.py')
+                    cached = self.util.cache_from_source(init_path)
+                    expected = {'__name__': name,
+                                '__package__': name,
+                                '__file__': init_path,
+                                '__cached__': cached,
+                                '__path__': [os.path.dirname(init_path)],
+                                '__doc__': None,
+                                '__builtins__': __builtins__,
+                                'eggs': None,
+                                }
+                    os.rename(bad_path, init_path)
+                    reloaded = self.init.reload(module)
+                    ns = vars(reloaded)
+                    del ns['__initializing__']
+                    loader = ns.pop('__loader__')
+                    self.assertIs(reloaded, module)
+                    self.assertEqual(loader.path, init_path)
+                    self.assertEqual(ns, expected)
+
+
 class Frozen_ReloadTests(ReloadTests, unittest.TestCase):
     init = frozen_init
+    util = frozen_util
 
 class Source_ReloadTests(ReloadTests, unittest.TestCase):
     init = source_init
+    util = source_util
 
 
 class InvalidateCacheTests:
diff --git a/Misc/NEWS b/Misc/NEWS
index a76afbe..448f2d2 100644
--- a/Misc/NEWS
+++ b/Misc/NEWS
@@ -127,6 +127,8 @@
 - Issue #8964: fix platform._sys_version to handle IronPython 2.6+.
   Patch by Martin Matusiak.
 
+- Issue #19413: Restore pre-3.3 reload() semantics of re-finding modules.
+
 - Issue #18958: Improve error message for json.load(s) while passing a string
   that starts with a UTF-8 BOM.
 
diff --git a/Python/importlib.h b/Python/importlib.h
index 40e204c..b00ddd6 100644
--- a/Python/importlib.h
+++ b/Python/importlib.h
@@ -2932,510 +2932,515 @@
     0,114,5,0,0,0,218,13,95,114,101,115,111,108,118,101,
     95,110,97,109,101,220,5,0,0,115,10,0,0,0,0,2,
     22,1,18,1,15,1,10,1,114,59,1,0,0,99,2,0,
-    0,0,0,0,0,0,4,0,0,0,11,0,0,0,67,0,
-    0,0,115,138,0,0,0,116,0,0,106,1,0,115,28,0,
+    0,0,0,0,0,0,5,0,0,0,19,0,0,0,67,0,
+    0,0,115,188,0,0,0,116,0,0,106,1,0,115,28,0,
     116,2,0,106,3,0,100,1,0,116,4,0,131,2,0,1,
-    110,0,0,120,103,0,116,0,0,106,1,0,68,93,88,0,
-    125,2,0,116,5,0,131,0,0,143,23,0,1,124,2,0,
-    106,6,0,124,0,0,124,1,0,131,2,0,125,3,0,87,
-    100,2,0,81,88,124,3,0,100,2,0,107,9,0,114,38,
-    0,124,0,0,116,0,0,106,7,0,107,7,0,114,109,0,
-    124,3,0,83,116,0,0,106,7,0,124,0,0,25,106,8,
-    0,83,113,38,0,113,38,0,87,100,2,0,83,100,2,0,
-    83,41,3,122,23,70,105,110,100,32,97,32,109,111,100,117,
-    108,101,39,115,32,108,111,97,100,101,114,46,122,22,115,121,
-    115,46,109,101,116,97,95,112,97,116,104,32,105,115,32,101,
-    109,112,116,121,78,41,9,114,7,0,0,0,218,9,109,101,
-    116,97,95,112,97,116,104,114,186,0,0,0,114,187,0,0,
-    0,114,188,0,0,0,114,55,1,0,0,114,218,0,0,0,
-    114,141,0,0,0,114,172,0,0,0,41,4,114,72,0,0,
-    0,114,35,0,0,0,114,32,1,0,0,114,161,0,0,0,
-    114,4,0,0,0,114,4,0,0,0,114,5,0,0,0,218,
-    12,95,102,105,110,100,95,109,111,100,117,108,101,229,5,0,
-    0,115,20,0,0,0,0,2,9,1,19,1,16,1,10,1,
-    24,1,12,2,15,1,4,2,21,2,114,61,1,0,0,99,
-    3,0,0,0,0,0,0,0,4,0,0,0,4,0,0,0,
-    67,0,0,0,115,194,0,0,0,116,0,0,124,0,0,116,
-    1,0,131,2,0,115,45,0,116,2,0,100,1,0,106,3,
-    0,116,4,0,124,0,0,131,1,0,131,1,0,131,1,0,
-    130,1,0,110,0,0,124,2,0,100,2,0,107,0,0,114,
-    72,0,116,5,0,100,3,0,131,1,0,130,1,0,110,0,
-    0,124,1,0,114,156,0,116,0,0,124,1,0,116,1,0,
-    131,2,0,115,108,0,116,2,0,100,4,0,131,1,0,130,
-    1,0,113,156,0,124,1,0,116,6,0,106,7,0,107,7,
-    0,114,156,0,100,5,0,125,3,0,116,8,0,124,3,0,
-    106,3,0,124,1,0,131,1,0,131,1,0,130,1,0,113,
-    156,0,110,0,0,124,0,0,12,114,190,0,124,2,0,100,
-    2,0,107,2,0,114,190,0,116,5,0,100,6,0,131,1,
-    0,130,1,0,110,0,0,100,7,0,83,41,8,122,28,86,
-    101,114,105,102,121,32,97,114,103,117,109,101,110,116,115,32,
-    97,114,101,32,34,115,97,110,101,34,46,122,31,109,111,100,
-    117,108,101,32,110,97,109,101,32,109,117,115,116,32,98,101,
-    32,115,116,114,44,32,110,111,116,32,123,125,114,68,0,0,
-    0,122,18,108,101,118,101,108,32,109,117,115,116,32,98,101,
-    32,62,61,32,48,122,31,95,95,112,97,99,107,97,103,101,
-    95,95,32,110,111,116,32,115,101,116,32,116,111,32,97,32,
-    115,116,114,105,110,103,122,61,80,97,114,101,110,116,32,109,
-    111,100,117,108,101,32,123,33,114,125,32,110,111,116,32,108,
-    111,97,100,101,100,44,32,99,97,110,110,111,116,32,112,101,
-    114,102,111,114,109,32,114,101,108,97,116,105,118,101,32,105,
-    109,112,111,114,116,122,17,69,109,112,116,121,32,109,111,100,
-    117,108,101,32,110,97,109,101,78,41,9,114,203,0,0,0,
-    114,36,1,0,0,218,9,84,121,112,101,69,114,114,111,114,
-    114,47,0,0,0,114,153,0,0,0,114,119,0,0,0,114,
-    7,0,0,0,114,141,0,0,0,218,11,83,121,115,116,101,
-    109,69,114,114,111,114,41,4,114,72,0,0,0,114,57,1,
-    0,0,114,58,1,0,0,114,190,0,0,0,114,4,0,0,
-    0,114,4,0,0,0,114,5,0,0,0,218,13,95,115,97,
-    110,105,116,121,95,99,104,101,99,107,246,5,0,0,115,24,
-    0,0,0,0,2,15,1,30,1,12,1,15,1,6,1,15,
-    1,15,1,15,1,6,2,27,1,19,1,114,64,1,0,0,
-    122,16,78,111,32,109,111,100,117,108,101,32,110,97,109,101,
-    100,32,122,4,123,33,114,125,99,2,0,0,0,0,0,0,
-    0,8,0,0,0,27,0,0,0,67,0,0,0,115,6,2,
-    0,0,100,0,0,125,2,0,124,0,0,106,0,0,100,1,
-    0,131,1,0,100,2,0,25,125,3,0,124,3,0,114,178,
-    0,124,3,0,116,1,0,106,2,0,107,7,0,114,62,0,
-    116,3,0,124,1,0,124,3,0,131,2,0,1,110,0,0,
-    124,0,0,116,1,0,106,2,0,107,6,0,114,88,0,116,
-    1,0,106,2,0,124,0,0,25,83,116,1,0,106,2,0,
-    124,3,0,25,125,4,0,121,13,0,124,4,0,106,4,0,
-    125,2,0,87,113,178,0,4,116,5,0,107,10,0,114,174,
-    0,1,1,1,116,6,0,100,3,0,23,106,7,0,124,0,
-    0,124,3,0,131,2,0,125,5,0,116,8,0,124,5,0,
-    100,4,0,124,0,0,131,1,1,130,1,0,89,113,178,0,
-    88,110,0,0,116,9,0,124,0,0,124,2,0,131,2,0,
-    125,6,0,124,6,0,100,0,0,107,8,0,114,235,0,116,
-    8,0,116,6,0,106,7,0,124,0,0,131,1,0,100,4,
-    0,124,0,0,131,1,1,130,1,0,110,47,0,124,0,0,
-    116,1,0,106,2,0,107,7,0,114,26,1,124,6,0,106,
-    10,0,124,0,0,131,1,0,1,116,11,0,100,5,0,124,
-    0,0,124,6,0,131,3,0,1,110,0,0,116,1,0,106,
-    2,0,124,0,0,25,125,7,0,124,3,0,114,90,1,116,
-    1,0,106,2,0,124,3,0,25,125,4,0,116,12,0,124,
-    4,0,124,0,0,106,0,0,100,1,0,131,1,0,100,6,
-    0,25,124,7,0,131,3,0,1,110,0,0,116,13,0,124,
-    7,0,100,7,0,100,0,0,131,3,0,100,0,0,107,8,
-    0,114,197,1,121,59,0,124,7,0,106,14,0,124,7,0,
-    95,15,0,116,16,0,124,7,0,100,8,0,131,2,0,115,
-    172,1,124,7,0,106,15,0,106,0,0,100,1,0,131,1,
-    0,100,2,0,25,124,7,0,95,15,0,110,0,0,87,113,
-    197,1,4,116,5,0,107,10,0,114,193,1,1,1,1,89,
-    113,197,1,88,110,0,0,116,13,0,124,7,0,100,9,0,
-    100,0,0,131,3,0,100,0,0,107,8,0,114,2,2,121,
-    13,0,124,6,0,124,7,0,95,17,0,87,113,2,2,4,
-    116,5,0,107,10,0,114,254,1,1,1,1,89,113,2,2,
-    88,110,0,0,124,7,0,83,41,10,78,114,102,0,0,0,
-    114,68,0,0,0,122,21,59,32,123,125,32,105,115,32,110,
-    111,116,32,97,32,112,97,99,107,97,103,101,114,72,0,0,
-    0,122,18,105,109,112,111,114,116,32,123,33,114,125,32,35,
-    32,123,33,114,125,114,101,0,0,0,114,159,0,0,0,114,
-    160,0,0,0,114,172,0,0,0,41,18,114,32,0,0,0,
-    114,7,0,0,0,114,141,0,0,0,114,100,0,0,0,114,
-    160,0,0,0,114,155,0,0,0,218,8,95,69,82,82,95,
-    77,83,71,114,47,0,0,0,114,158,0,0,0,114,61,1,
-    0,0,114,219,0,0,0,114,138,0,0,0,114,61,0,0,
-    0,114,62,0,0,0,114,57,0,0,0,114,159,0,0,0,
-    114,60,0,0,0,114,172,0,0,0,41,8,114,72,0,0,
-    0,218,7,105,109,112,111,114,116,95,114,35,0,0,0,114,
-    7,1,0,0,90,13,112,97,114,101,110,116,95,109,111,100,
-    117,108,101,114,190,0,0,0,114,161,0,0,0,114,162,0,
+    110,0,0,124,0,0,116,0,0,106,5,0,107,6,0,125,
+    2,0,120,138,0,116,0,0,106,1,0,68,93,123,0,125,
+    3,0,116,6,0,131,0,0,143,23,0,1,124,3,0,106,
+    7,0,124,0,0,124,1,0,131,2,0,125,4,0,87,100,
+    2,0,81,88,124,4,0,100,2,0,107,9,0,114,53,0,
+    124,2,0,115,126,0,124,0,0,116,0,0,106,5,0,107,
+    7,0,114,130,0,124,4,0,83,121,18,0,116,0,0,106,
+    5,0,124,0,0,25,106,8,0,83,87,113,176,0,4,116,
+    9,0,107,10,0,114,172,0,1,1,1,124,4,0,83,89,
+    113,176,0,88,113,53,0,113,53,0,87,100,2,0,83,100,
+    2,0,83,41,3,122,23,70,105,110,100,32,97,32,109,111,
+    100,117,108,101,39,115,32,108,111,97,100,101,114,46,122,22,
+    115,121,115,46,109,101,116,97,95,112,97,116,104,32,105,115,
+    32,101,109,112,116,121,78,41,10,114,7,0,0,0,218,9,
+    109,101,116,97,95,112,97,116,104,114,186,0,0,0,114,187,
+    0,0,0,114,188,0,0,0,114,141,0,0,0,114,55,1,
+    0,0,114,218,0,0,0,114,172,0,0,0,114,155,0,0,
+    0,41,5,114,72,0,0,0,114,35,0,0,0,90,9,105,
+    115,95,114,101,108,111,97,100,114,32,1,0,0,114,161,0,
     0,0,114,4,0,0,0,114,4,0,0,0,114,5,0,0,
-    0,218,23,95,102,105,110,100,95,97,110,100,95,108,111,97,
-    100,95,117,110,108,111,99,107,101,100,10,6,0,0,115,72,
-    0,0,0,0,1,6,1,19,1,6,1,15,1,16,2,15,
-    1,11,2,13,1,3,1,13,1,13,1,22,1,26,1,15,
-    1,12,1,30,1,15,2,13,1,19,2,13,1,6,2,13,
-    1,32,2,24,1,3,1,12,1,15,1,32,1,13,1,8,
-    2,24,1,3,1,13,1,13,1,8,1,114,67,1,0,0,
-    99,2,0,0,0,0,0,0,0,3,0,0,0,18,0,0,
-    0,67,0,0,0,115,75,0,0,0,122,16,0,116,0,0,
-    124,0,0,131,1,0,125,2,0,87,100,1,0,116,1,0,
-    106,2,0,131,0,0,1,88,124,2,0,106,3,0,131,0,
-    0,1,122,17,0,116,4,0,124,0,0,124,1,0,131,2,
-    0,83,87,100,1,0,124,2,0,106,5,0,131,0,0,1,
-    88,100,1,0,83,41,2,122,54,70,105,110,100,32,97,110,
-    100,32,108,111,97,100,32,116,104,101,32,109,111,100,117,108,
-    101,44,32,97,110,100,32,114,101,108,101,97,115,101,32,116,
-    104,101,32,105,109,112,111,114,116,32,108,111,99,107,46,78,
-    41,6,114,94,0,0,0,114,95,0,0,0,114,96,0,0,
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 };