Fix links in learning section (#1300)

Documentation/quick-start.md

@@ -1,4 +1,4 @@
-hark.readthedocs# Quick Start
+# Quick Start
 
 ## Installing HARK
 
@@ -77,11 +77,11 @@ and from there you can open the notebooks and execute them.
 
 We have a set of 30-second [Elevator Spiels](https://github.com/econ-ark/PARK/blob/master/Elevator-Spiels.md#capsule-summaries-of-what-the-econ-ark-project-is) describing the project, tailored to people with several different kinds of background.
 
-The most broadly applicable advice is to go to [Econ-ARK](https://econ-ark.org) and click on "Notebooks", and choose [A Gentle Introduction to HARK](https://hark.readthedocs.io/en/latest/search.html?q=%22A+Gentle+Introduction+to+HARK%22&check_keywords=yes&area=default#) which will launch as a [jupyter notebook](https://jupyter.org/).
+The most broadly applicable advice is to go to [Econ-ARK](https://econ-ark.org) and click on "Notebooks", and choose [A Gentle Introduction to HARK](https://hark.readthedocs.io/en/latest/example_notebooks/Gentle-Intro-To-HARK.html) which will launch as a [jupyter notebook](https://jupyter.org/).
 
 #### [For people with a technical/scientific/computing background but little economics background](https://github.com/econ-ark/PARK/blob/master/Elevator-Spiels.md#for-people-with-a-technicalscientificcomputing-background-but-no-economics-background)
 
-- A good starting point is [A Gentle Introduction to HARK](https://hark.readthedocs.io/en/latest/search.html?q=%22A+Gentle+Introduction+to+HARK%22&check_keywords=yes&area=default#) which provides a light economic intuition.
+- A good starting point is [A Gentle Introduction to HARK](https://hark.readthedocs.io/en/latest/example_notebooks/Gentle-Intro-To-HARK.html) which provides a light economic intuition.
 
 #### [For economists who have done some structural modeling](https://github.com/econ-ark/PARK/blob/master/Elevator-Spiels.md#for-economists-who-have-done-some-structural-modeling)
 
@@ -93,13 +93,13 @@ The most broadly applicable advice is to go to [Econ-ARK](https://econ-ark.org)
 
 #### [For economists who have not yet done any structural modeling but might be persuadable to start](https://github.com/econ-ark/PARK/blob/master/Elevator-Spiels.md#for-economists-who-have-not-yet-done-any-structural-modeling-but-might-be-persuadable-to-start)
 
-- Start with [A Gentle Introduction to HARK](https://hark.readthedocs.io/en/latest/search.html?q=%22A+Gentle+Introduction+to+HARK%22&check_keywords=yes&area=default#) to get your feet wet
+- Start with [A Gentle Introduction to HARK](https://hark.readthedocs.io/en/latest/example_notebooks/Gentle-Intro-To-HARK.html) to get your feet wet
 
-- A simple indirect inference/simulated method of moments structural estimation along the lines of Gourinchas and Parker's 2002 Econometrica paper or Cagetti's 2003 paper is performed by the [SolvingMicroDSOPs](https://github.com/econ-ark/REMARK/tree/master/REMARKs/SolvingMicroDSOPs) [REMARK](https://github.com/econ-ark/REMARK); this code implements the solution methods described in the corresponding section of [these lecture notes](http://www.econ2.jhu.edu/people/ccarroll/SolvingMicroDSOPs/)
+- A simple indirect inference/simulated method of moments structural estimation along the lines of Gourinchas and Parker's 2002 Econometrica paper or Cagetti's 2003 paper is performed by the [SolvingMicroDSOPs](https://github.com/econ-ark/SolvingMicroDSOPs/) [REMARK](https://github.com/econ-ark/REMARK); this code implements the solution methods described in the corresponding section of [these lecture notes](https://llorracc.github.io/SolvingMicroDSOPs/).
 
 #### [For Other Developers of Software for Computational Economics](https://github.com/econ-ark/PARK/blob/master/Elevator-Spiels.md#for-other-developers-of-software-for-computational-economics)
 
-- Our workhorse module is [ConsIndShockModel.py](https://github.com/econ-ark/HARK/blob/master/HARK/ConsumptionSaving/ConsIndShockModel.py) which includes the IndShockConsumerType. A short explanation about the Agent Type can be found [here](https://hark.readthedocs.io/en/latest/search.html?q=%22IndShockConsumerType+Documentation%22&check_keywords=yes&area=default#) and an introduction how it is solved [here](https://hark.readthedocs.io/en/latest/search.html?q=%22How+we+solve+a+model+defined+by+the+IndShockConsumerType+class%22&check_keywords=yes&area=default#).
+- Our workhorse module is [ConsIndShockModel.py](https://github.com/econ-ark/HARK/blob/master/HARK/ConsumptionSaving/ConsIndShockModel.py) which includes the IndShockConsumerType. A short explanation about the Agent Type can be found [here](https://hark.readthedocs.io/en/latest/example_notebooks/IndShockConsumerType.html) and an introduction how it is solved [here](https://hark.readthedocs.io/en/latest/example_notebooks/HowWeSolveIndShockConsumerType.html).
 
 ## Making changes to HARK