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PiperOrigin-RevId: 277202793

README.md

@@ -52,10 +52,10 @@ You could also find the simulated logs in /tmp/recsim/episode_logs.tfrecord
 ## Tutorials
 
 To get started, please check out our Colab tutorials. In [**RecSim:
-Overview**](recsim/recsim/colab/RecSim_Overview.ipynb), we give a brief overview about
+Overview**](recsim/colab/RecSim_Overview.ipynb), we give a brief overview about
 RecSim. We then talk about each configurable component:
-[**environment**](recsim/recsim/colab/RecSim_Developing_an_Environment.ipynb) and
-[**recommender agent**](recsim/recsim/colab/RecSim_Developing_an_Agent.ipynb).
+[**environment**](recsim/colab/RecSim_Developing_an_Environment.ipynb) and
+[**recommender agent**](recsim/colab/RecSim_Developing_an_Agent.ipynb).
 
 ## Documentation
 

recsim/colab/RecSim_Developing_an_Agent.ipynb

@@ -41,7 +41,7 @@
       "source": [
         "# Basics\n",
         "\n",
-        "![Detailed view of RecSim](https://github.com/google-research/recsim/blob/master/recsim/recsim/colab/figures/recsim_architecture_agent_centered.png?raw=true)\n",
+        "![Detailed view of RecSim](https://github.com/google-research/recsim/blob/master/recsim/colab/figures/recsim_architecture_agent_centered.png?raw=true)\n",
         "To start unpacking the functionality of a RecSim agent, we once again refer to   the structural diagram. Here's what we discern from it on first pass -- an agent is meant to consume:\n",
         "* observations about the user's state,\n",
         "* observations about the user's response to a recommendation,\n",
@@ -580,7 +580,7 @@
       },
       "source": [
         "## Hierarchical agent layers\n",
-        "![Hierarchical agent architecture](https://github.com/google-research/recsim/blob/master/recsim/recsim/colab/figures/agent_architecture.png?raw=true)\n",
+        "![Hierarchical agent architecture](https://github.com/google-research/recsim/blob/master/recsim/colab/figures/agent_architecture.png?raw=true)\n",
         "\n",
         "A hierarchical agent layer does not materialize a slate of documents, but relies on one or more base agents to do so. The hierarchical agent architecture in RecSim can roughly be described follows:\n",
         "* a hierarchical agent layer receives an observationand reward from the environment; it preprocesses the raw observation and passes it to one or more base agents.\n",

recsim/colab/RecSim_Developing_an_Environment.ipynb

@@ -28,7 +28,7 @@
         "# Developing an Environment\n",
         "\n",
         "In the [last tutorial](RecSim_Overview.ipynb), we went over the high-level ideas and basics of using RecSim for training and evaluation of a recommender agent. While agent development is an important use case of RecSim, simulation environments are first-class citizens too! The simulation of novel and difficult recommendation system tasks is important in and of itself. In this tutorial we will break a RecSim environment down into its basic components. \n",
-        "![Detailed view of RecSim](https://github.com/google-research/recsim/blob/master/recsim/recsim/colab/figures/simulator.png?raw=true)\n",
+        "![Detailed view of RecSim](https://github.com/google-research/recsim/blob/master/recsim/colab/figures/simulator.png?raw=true)\n",
         "\n",
         "The green and blue blocks in the above diagram constitute the classes that need to be implemented within a RecSim environment. The goal of this tutorial is to explain the purpose of these blocks and how they come together in a simulation.  In the process, we will go over an example end-to-end implementation.\n",
         "\n"
@@ -753,7 +753,7 @@
       "source": [
         "## Recap\n",
         "Before we conclude, let's take a second to recap everything we've done so far. The diagram below maps all the classes we've implemented/imported from RecSim to the functional diagram of RecSim.\n",
-        "![RecSim implementation](https://github.com/google-research/recsim/blob/master/recsim/recsim/colab/figures/simulator_implemented.png?raw=true)\n",
+        "![RecSim implementation](https://github.com/google-research/recsim/blob/master/recsim/colab/figures/simulator_implemented.png?raw=true)\n",
         "\n"
       ]
     },
@@ -901,7 +901,7 @@
     "colab": {
       "collapsed_sections": [],
       "last_runtime": {
-        "build_target": "//research/recsim/colab/notebook:notebook_backend_py3",
+        "build_target": "//research/colab/notebook:notebook_backend_py3",
         "kind": "private"
       },
       "name": "RecSim: Developing an Environment.ipynb",

recsim/colab/RecSim_Overview.ipynb

@@ -43,7 +43,7 @@
         "\n",
         "\n",
         "\n",
-        "![RecSim at a glance](https://github.com/google-research/recsim/blob/master/recsim/recsim/colab/figures/recsim_at_a_glance.png?raw=true)\n",
+        "![RecSim at a glance](https://github.com/google-research/recsim/blob/master/recsim/colab/figures/recsim_at_a_glance.png?raw=true)\n",
         "\n",
         "\n",
         "\n",