Fix simple typos in human-in-the-loop.ipynb (#3051)

website/docs/tutorial/human-in-the-loop.ipynb

@@ -10,7 +10,7 @@
     "\n",
     "But many applications may require putting humans in-the-loop with agents. For example, to allow human feedback to steer agents in the right direction, specify goals, etc. In this chapter, we will show how AutoGen supports human intervention.\n",
     "\n",
-    "In AutoGen's `ConversableAgent`, the human-the-loop component sits in front\n",
+    "In AutoGen's `ConversableAgent`, the human-in-the-loop component sits in front\n",
     "of the auto-reply components. It can intercept the incoming messages and\n",
     "decide whether to pass them to the auto-reply components or to provide\n",
     "human feedback. The figure below illustrates the design.\n",
@@ -285,9 +285,9 @@
     "## Human Input Mode = `TERMINATE`\n",
     "\n",
     "In this mode, human input is only requested when a termination condition is\n",
-    "met. **If the human choose to intercept and reply, the counter will be reset**; if \n",
-    "the human choose to skip, automatic reply mechanism will be used; if the human\n",
-    "choose to terminate, the conversation will be terminated.\n",
+    "met. **If the human chooses to intercept and reply, the counter will be reset**; if \n",
+    "the human chooses to skip, the automatic reply mechanism will be used; if the human\n",
+    "chooses to terminate, the conversation will be terminated.\n",
     "\n",
     "Let us see this mode in action by playing the same game again, but this time\n",
     "the guessing agent will only have two chances to guess the number, and if it \n",