diff --git a/openedx/features/offline_mode/assets_management.py b/openedx/features/offline_mode/assets_management.py
index 3594d31c24c0..95710dabd5ba 100644
--- a/openedx/features/offline_mode/assets_management.py
+++ b/openedx/features/offline_mode/assets_management.py
@@ -58,8 +58,8 @@ def save_asset_file(temp_dir, xblock, path, filename):
             static_path = get_static_file_path(filename)
             content = read_static_file(static_path)
             file_path = os.path.join(temp_dir, 'assets', filename)
-    except (ItemNotFoundError, NotFoundError):
-        log.info(f"Asset not found: {filename}")
+    except (FileNotFoundError, ItemNotFoundError, NotFoundError):
+        log.warning(f"Asset not found: {filename}, during offline content generation.")
 
     else:
         create_subdirectories_for_asset(file_path)
diff --git a/openedx/features/offline_mode/constants.py b/openedx/features/offline_mode/constants.py
index a1337a7029c1..771b341505aa 100644
--- a/openedx/features/offline_mode/constants.py
+++ b/openedx/features/offline_mode/constants.py
@@ -9,7 +9,7 @@
 MATHJAX_CDN_URL = f'https://cdn.jsdelivr.net/npm/mathjax@{MATHJAX_VERSION}/MathJax.js'
 MATHJAX_STATIC_PATH = os.path.join('assets', 'js', f'MathJax-{MATHJAX_VERSION}.js')
 
-DEFAULT_OFFLINE_SUPPORTED_XBLOCKS = ['html']
+DEFAULT_OFFLINE_SUPPORTED_XBLOCKS = ['html', 'problem']
 OFFLINE_SUPPORTED_XBLOCKS = getattr(settings, 'OFFLINE_SUPPORTED_XBLOCKS', DEFAULT_OFFLINE_SUPPORTED_XBLOCKS)
 
 RETRY_BACKOFF_INITIAL_TIMEOUT = 60  # one minute
diff --git a/openedx/features/offline_mode/renderer.py b/openedx/features/offline_mode/renderer.py
index bb62792172bc..09258b4ef060 100644
--- a/openedx/features/offline_mode/renderer.py
+++ b/openedx/features/offline_mode/renderer.py
@@ -81,7 +81,6 @@ def render_xblock_from_lms(self):
                 str(self.usage_key),
                 disable_staff_debug_info=True,
                 course=course,
-                will_recheck_access='1',
             )
 
             enable_completion_on_view_service = False
diff --git a/openedx/features/offline_mode/tasks.py b/openedx/features/offline_mode/tasks.py
index bffbe0396a8f..31fc6dc1d0a6 100644
--- a/openedx/features/offline_mode/tasks.py
+++ b/openedx/features/offline_mode/tasks.py
@@ -3,6 +3,7 @@
 """
 from celery import shared_task
 from edx_django_utils.monitoring import set_code_owner_attribute
+from django.http.response import Http404
 from opaque_keys.edx.keys import CourseKey, UsageKey
 
 from xmodule.modulestore.django import modulestore
@@ -17,16 +18,20 @@
 def generate_offline_content_for_course(course_id):
     """
     Generates offline content for all supported XBlocks in the course.
+
+    Blocks that are closed to responses won't be processed.
     """
     course_key = CourseKey.from_string(course_id)
     for offline_supported_block_type in OFFLINE_SUPPORTED_XBLOCKS:
         for xblock in modulestore().get_items(course_key, qualifiers={'category': offline_supported_block_type}):
-            html_data = XBlockRenderer(str(xblock.location)).render_xblock_from_lms()
-            generate_offline_content_for_block.apply_async([str(xblock.location), html_data])
+            if not hasattr(xblock, 'closed') or not xblock.closed():
+                block_id = str(xblock.location)
+                html_data = XBlockRenderer(block_id).render_xblock_from_lms()
+                generate_offline_content_for_block.apply_async([block_id, html_data])
 
 
 @shared_task(
-    autoretry_for=(Exception,),
+    autoretry_for=(Exception, Http404),
     retry_backoff=RETRY_BACKOFF_INITIAL_TIMEOUT,
     retry_kwargs={'max_retries': MAX_RETRY_ATTEMPTS}
 )
diff --git a/openedx/features/offline_mode/utils.py b/openedx/features/offline_mode/utils.py
index 55ac7c93d161..015ae6285996 100644
--- a/openedx/features/offline_mode/utils.py
+++ b/openedx/features/offline_mode/utils.py
@@ -8,6 +8,7 @@
 
 from django.contrib.auth import get_user_model
 from django.core.files.storage import default_storage
+from django.http.response import Http404
 
 from zipfile import ZipFile
 
@@ -36,6 +37,11 @@ def generate_offline_content(xblock, html_data):
     try:
         save_xblock_html(tmp_dir, xblock, html_data)
         create_zip_file(tmp_dir, base_path, f'{xblock.location.block_id}.zip')
+    except Http404:
+        log.error(
+            f'Block {xblock.location.block_id} cannot be fetched from course'
+            f' {xblock.location.course_key} during offline content generation.'
+        )
     finally:
         shutil.rmtree(tmp_dir, ignore_errors=True)