Ttdfjt

I make billions (#6)

Is it better in terms of durability to remove card+battery or to connect to charger/computer via USB-C?

Optimization models for portfolio optimization

Is it ok for parents to kiss and romance with each other while their 2- to 8-year-old child watches?

Non-Chromatic Orchestral Instruments?

When I press the space bar it deletes the letters in front of it

How do you move up one folder in Finder?

How does one acquire an undead eyeball encased in a gem?

Is it stylistically sound to use onomatopoeic words?

Did Rabbi Akiva accept arguments from ignorance?

My previous employer committed a severe violation of the law and is also being sued by me. How do I explain the situation to future employers?

Is there a strong legal guarantee that the U.S. can give to another country that it won't attack them?

How to properly translate "kusura bakmasınlar" ("the fault should not be looked at") to Russian?

Who buys a weak currency?

What are the consequences for a developed nation to not accept any refugees?

Why is a mixture of two normally distributed variables only bimodal if their means differ by at least two times the common standard deviation?

What happens to unproductive professors?

Why did Dumbledore ignore this line?

Correct notation for guitar fingerstyle

Why does Trump want a citizenship question on the census?

Found and corrected a mistake on someone's else paper -- praxis?

Conditions for Roots of a quadratic equation at infinity

How should I ask for a "pint" in countries that use metric?

Red token deck mass token destruction enchantment protection mtg

Suggestion of some courses in sequential decision making

Open source Markov decision process solversReference request: how to model nonlinear regression?What is the connection of Operations Research and Reinforcement Learning?Single reference for Mixed Integer Programming formulations to linearize, handle logical constraints and disjunctive constraints, do Big M, etc?Recommended books/materials for practical applications of Operations Research in industryReal-world examples of supply chain contracts?

10

$begingroup$

I am studying about sequential decision making and I am willing to know if there is any course which is recorded and is publically available covering topics in dynamic programming (DP), reinforcement learning (RL), bandit problem, approximate DPRL, online optimization?

Thanks

reference-request online-resources reinforcement-learning sequential-decision-making dynamic-programming

share|improve this question

edited Jul 1 at 11:36

Marcus Ritt

2,05655 silver badges2929 bronze badges

asked Jun 30 at 8:31

Amin ShAmin Sh

35811 silver badge77 bronze badges

$endgroup$

add a comment | 

10

$begingroup$

I am studying about sequential decision making and I am willing to know if there is any course which is recorded and is publically available covering topics in dynamic programming (DP), reinforcement learning (RL), bandit problem, approximate DPRL, online optimization?

Thanks

reference-request online-resources reinforcement-learning sequential-decision-making dynamic-programming

share|improve this question

edited Jul 1 at 11:36

Marcus Ritt

2,05655 silver badges2929 bronze badges

asked Jun 30 at 8:31

Amin ShAmin Sh

35811 silver badge77 bronze badges

$endgroup$

add a comment | 

$begingroup$

I am studying about sequential decision making and I am willing to know if there is any course which is recorded and is publically available covering topics in dynamic programming (DP), reinforcement learning (RL), bandit problem, approximate DPRL, online optimization?

Thanks

reference-request online-resources reinforcement-learning sequential-decision-making dynamic-programming

share|improve this question

edited Jul 1 at 11:36

Marcus Ritt

2,05655 silver badges2929 bronze badges

asked Jun 30 at 8:31

Amin ShAmin Sh

35811 silver badge77 bronze badges

$endgroup$

share|improve this question

edited Jul 1 at 11:36

Marcus Ritt

2,05655 silver badges2929 bronze badges

asked Jun 30 at 8:31

Amin ShAmin Sh

35811 silver badge77 bronze badges

share|improve this question

edited Jul 1 at 11:36

Marcus Ritt

2,05655 silver badges2929 bronze badges

asked Jun 30 at 8:31

Amin ShAmin Sh

35811 silver badge77 bronze badges

edited Jul 1 at 11:36

Marcus Ritt

2,05655 silver badges2929 bronze badges

edited Jul 1 at 11:36

Marcus Ritt

2,05655 silver badges2929 bronze badges

asked Jun 30 at 8:31

Amin ShAmin Sh

35811 silver badge77 bronze badges

asked Jun 30 at 8:31

Amin ShAmin Sh

35811 silver badge77 bronze badges

2 Answers
2

active

oldest

votes

9

$begingroup$

There are a few courses on Coursera that offer such learning materials.

• 
  Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming (Intermediate)

The primary topics in this part of the specialization are: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal search trees).

If you want to go directly to dynamic programming then you can skip to weeks 3 and 4 of the syllabus.

• 
  Practical Reinforcement Learning (Advanced)

Here you will find out about:

• foundations of RL methods: value/policy iteration, q-learning, policy gradient, etc. - with math & batteries included




• using deep neural networks for RL tasks - also known as "the hype train"




• state of the art RL algorithms - and how to apply duct tape to them for practical problems.




• and, of course, teaching your neural network to play games - because that's what everyone thinks RL is about. We'll also use it for seq2seq and contextual bandits.

share|improve this answer

answered Jun 30 at 10:06

TheSimpliFireTheSimpliFire

88933 silver badges2525 bronze badges

$endgroup$

add a comment | 

-1

$begingroup$

AFAIK, There are some examples on the YouTube host. For instance, this link.

share|improve this answer

answered Jul 2 at 8:18

abbas omidiabbas omidi

32355 bronze badges

$endgroup$

• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  This is a link to a search term of the main words in the title. While this could be a decent suggestion, I don't think this is a proper answer. You can improve your answer by seeing what this link finds you and providing a brief summary of the material you found, similar to the other answer.
  $endgroup$
  – Discrete lizard
  Jul 3 at 8:52
  

  
  
  
  

add a comment | 

Your Answer

StackExchange.ready(function()
var channelOptions =
tags: "".split(" "),
id: "700"
;
initTagRenderer("".split(" "), "".split(" "), channelOptions);

StackExchange.using("externalEditor", function()
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled)
StackExchange.using("snippets", function()
createEditor();
);

else
createEditor();

);

function createEditor()
StackExchange.prepareEditor(
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
bindNavPrevention: true,
postfix: "",
imageUploader:
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
,
noCode: true, onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
);



);

draft saved

draft discarded

Sign up or log in

StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);

Sign up using Google

Sign up using Facebook

Sign up using Email and Password

Post as a guest

Name

Email

Required, but never shown

StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2for.stackexchange.com%2fquestions%2f831%2fsuggestion-of-some-courses-in-sequential-decision-making%23new-answer', 'question_page');

);

Post as a guest

Name

Email

Required, but never shown

9

$begingroup$

There are a few courses on Coursera that offer such learning materials.

• 
  Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming (Intermediate)

The primary topics in this part of the specialization are: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal search trees).

If you want to go directly to dynamic programming then you can skip to weeks 3 and 4 of the syllabus.

• 
  Practical Reinforcement Learning (Advanced)

Here you will find out about:

• foundations of RL methods: value/policy iteration, q-learning, policy gradient, etc. - with math & batteries included




• using deep neural networks for RL tasks - also known as "the hype train"




• state of the art RL algorithms - and how to apply duct tape to them for practical problems.




• and, of course, teaching your neural network to play games - because that's what everyone thinks RL is about. We'll also use it for seq2seq and contextual bandits.

share|improve this answer

answered Jun 30 at 10:06

TheSimpliFireTheSimpliFire

88933 silver badges2525 bronze badges

$endgroup$

add a comment | 

9

$begingroup$

There are a few courses on Coursera that offer such learning materials.

• 
  Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming (Intermediate)

The primary topics in this part of the specialization are: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal search trees).

If you want to go directly to dynamic programming then you can skip to weeks 3 and 4 of the syllabus.

• 
  Practical Reinforcement Learning (Advanced)

Here you will find out about:

• foundations of RL methods: value/policy iteration, q-learning, policy gradient, etc. - with math & batteries included




• using deep neural networks for RL tasks - also known as "the hype train"




• state of the art RL algorithms - and how to apply duct tape to them for practical problems.




• and, of course, teaching your neural network to play games - because that's what everyone thinks RL is about. We'll also use it for seq2seq and contextual bandits.

share|improve this answer

answered Jun 30 at 10:06

TheSimpliFireTheSimpliFire

88933 silver badges2525 bronze badges

$endgroup$

add a comment | 

$begingroup$

There are a few courses on Coursera that offer such learning materials.

• 
  Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming (Intermediate)

The primary topics in this part of the specialization are: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal search trees).

If you want to go directly to dynamic programming then you can skip to weeks 3 and 4 of the syllabus.

• 
  Practical Reinforcement Learning (Advanced)

Here you will find out about:

• foundations of RL methods: value/policy iteration, q-learning, policy gradient, etc. - with math & batteries included




• using deep neural networks for RL tasks - also known as "the hype train"




• state of the art RL algorithms - and how to apply duct tape to them for practical problems.




• and, of course, teaching your neural network to play games - because that's what everyone thinks RL is about. We'll also use it for seq2seq and contextual bandits.

share|improve this answer

answered Jun 30 at 10:06

TheSimpliFireTheSimpliFire

88933 silver badges2525 bronze badges

$endgroup$

share|improve this answer

answered Jun 30 at 10:06

TheSimpliFireTheSimpliFire

88933 silver badges2525 bronze badges

answered Jun 30 at 10:06

TheSimpliFireTheSimpliFire

88933 silver badges2525 bronze badges

answered Jun 30 at 10:06

TheSimpliFireTheSimpliFire

88933 silver badges2525 bronze badges

-1

$begingroup$

AFAIK, There are some examples on the YouTube host. For instance, this link.

share|improve this answer

answered Jul 2 at 8:18

abbas omidiabbas omidi

32355 bronze badges

$endgroup$

• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  This is a link to a search term of the main words in the title. While this could be a decent suggestion, I don't think this is a proper answer. You can improve your answer by seeing what this link finds you and providing a brief summary of the material you found, similar to the other answer.
  $endgroup$
  – Discrete lizard
  Jul 3 at 8:52
  

  
  
  
  

add a comment | 

-1

$begingroup$

AFAIK, There are some examples on the YouTube host. For instance, this link.

share|improve this answer

answered Jul 2 at 8:18

abbas omidiabbas omidi

32355 bronze badges

$endgroup$

• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  This is a link to a search term of the main words in the title. While this could be a decent suggestion, I don't think this is a proper answer. You can improve your answer by seeing what this link finds you and providing a brief summary of the material you found, similar to the other answer.
  $endgroup$
  – Discrete lizard
  Jul 3 at 8:52
  

  
  
  
  

add a comment | 

$begingroup$

AFAIK, There are some examples on the YouTube host. For instance, this link.

share|improve this answer

answered Jul 2 at 8:18

abbas omidiabbas omidi

32355 bronze badges

$endgroup$

share|improve this answer

answered Jul 2 at 8:18

abbas omidiabbas omidi

32355 bronze badges

answered Jul 2 at 8:18

abbas omidiabbas omidi

32355 bronze badges

answered Jul 2 at 8:18

abbas omidiabbas omidi

32355 bronze badges