RL 6: Policy iteration and value iteration - Reinforcement learning

Share this & earn $10
AI Insights - Rituraj Kaushik
Published at : 16 Dec 2020
14708 views
281
19

Policy iteration and value iteration - Policy iteration and value iterations are two very interesting as well as important algorithms in Reinforcement learning.These two algorithms are based on dynamic programming and Bellman equation. Value iteration algorithm and policy iteration algorithm are very useful for finding the optimal policy when the agent knows sufficient details about the environment model. In this video we alo talkabout Bellman optimality equation and optimal value function in reinforcement learning.

Reinforcement learning tutorial series:

1. Multi-armed Bandits: https://youtu.be/_XsIv-35c6o
2. Multi-Armed Bandits - Action value estimation: https://youtu.be/ojjzpDrUppI
3. Upper confidence bound: https://youtu.be/RPbtzWgzD9M
4. Thompson Sampling: https://youtu.be/p701cYQeqew
5. Markov Decision Process - MDP: https://youtu.be/Hm2H97aHTJE
6. Policy iteration and value iteration: https://youtu.be/BAetsPIojg4
policy iterationvalue iterationpolicy iteration and value iteration

A fairly BIG tree..

A fairly BIG tree..

Create an Interactive Checklist in Excel

Create an Interactive Checklist in Excel

PNCKS - MATCH (Official Video)

PNCKS - MATCH (Official Video)

Spongebob: Sure is a Fine Looking Pizza...

Spongebob: Sure is a Fine Looking Pizza...

Ludovico Einaudi - A Sense Of Symmetry (Day 1)

Ludovico Einaudi - A Sense Of Symmetry (Day 1)

It's The Truth For Me | Beast Mode Part 3 | Dr. Dharius Daniels

It's The Truth For Me | Beast Mode Part 3 | Dr. Dharius Daniels

Certainly one of Steve Gadds best drum solos

Certainly one of Steve Gadds best drum solos

【ケルトBGM】エルダの酒場 (Danza del Oso)

【ケルトBGM】エルダの酒場 (Danza del Oso)

Ryan Patrick & Nicky B Hangs

Ryan Patrick & Nicky B Hangs

What Is a Marketing Intermediary?

What Is a Marketing Intermediary?

Through the Spooky Corn Field! Sneak Attack Squad Halloween Part 1

Through the Spooky Corn Field! Sneak Attack Squad Halloween Part 1

Sister Q&A - Khloé and Kylie

Sister Q&A - Khloé and Kylie

Attainable Goals for Future Expats !!!

Attainable Goals for Future Expats !!!

NJ Non-Public Transportation Funding

NJ Non-Public Transportation Funding

Pathological Lying Vs Normal Lying? How To Tell the Difference

Pathological Lying Vs Normal Lying? How To Tell the Difference

Paul Robeson: Native Land · Песня о Родине

Paul Robeson: Native Land · Песня о Родине

MUST WATCH! | Zafire Student Financial Assistance | Orientation Video (Facebook Live)

MUST WATCH! | Zafire Student Financial Assistance | Orientation Video (Facebook Live)

77-RIZIK FT. GLIGA X PANTER

77-RIZIK FT. GLIGA X PANTER

Inactiveness🌑🌙

Inactiveness🌑🌙

Treatment of blackheads and whiteheads (395) | Loan Nguyen

Treatment of blackheads and whiteheads (395) | Loan Nguyen

People That Don't Understand The Female Anatomy - REACTION

People That Don't Understand The Female Anatomy - REACTION

The Runner | How to get the Commercial look | DaVinci Resolve 16 Tutorial

The Runner | How to get the Commercial look | DaVinci Resolve 16 Tutorial

Helping Out Timmy Cornpicker

Helping Out Timmy Cornpicker

S3 MLP:FiM - A True, True Friend 1 hour

S3 MLP:FiM - A True, True Friend 1 hour

Introduction to EIGRP: Feasible Successor

Introduction to EIGRP: Feasible Successor

Difference Between Match and Match Phrase Query in Elastic Search Explained in a easy way

Difference Between Match and Match Phrase Query in Elastic Search Explained in a easy way

LET GO OF NEGATIVITY FROM YOUR LIFE

LET GO OF NEGATIVITY FROM YOUR LIFE

Instant Pot Pasta! You Will NEVER Cook It On The Stove AGAIN!

Instant Pot Pasta! You Will NEVER Cook It On The Stove AGAIN!

Don't Listen To These Types Of People

Don't Listen To These Types Of People

Ofenbach - You Don't Know Me (Official Music Video) ft. Brodie Barclay

Ofenbach - You Don't Know Me (Official Music Video) ft. Brodie Barclay

Did We Make A Huge Mistake?

Did We Make A Huge Mistake?

VERY URGENT VIDEO FOR ALL BITCOIN HOLDERS!!!!!!!!!!!!!!

VERY URGENT VIDEO FOR ALL BITCOIN HOLDERS!!!!!!!!!!!!!!

US dollar faces tough times, while China & Russia aim to ditch it

US dollar faces tough times, while China & Russia aim to ditch it

TOTALED BMW S1000RR | Should I Buy ANOTHER?

TOTALED BMW S1000RR | Should I Buy ANOTHER?

Instruction - Jax Jones - Easy Fitness Dance Video - Choreography - Coreografia

Instruction - Jax Jones - Easy Fitness Dance Video - Choreography - Coreografia

Vicious cycle of debt a reason why farmers can't get out of the clutches of arhatiyas in Punjab

Vicious cycle of debt a reason why farmers can't get out of the clutches of arhatiyas in Punjab

Change into Negative sentences

Change into Negative sentences

If Objects Were People / 17 Funny Situations We Can Relate To

If Objects Were People / 17 Funny Situations We Can Relate To

Impending Doom - Paved With Bones

Impending Doom - Paved With Bones

Can Cycling Make You A Better Runner? | Cross Training Benefits For Runners

Can Cycling Make You A Better Runner? | Cross Training Benefits For Runners

Passion - My Beloved ft. Crowder (Official Music Video)

Passion - My Beloved ft. Crowder (Official Music Video)

A Call to Anguish - David Wilkerson (Extended)

A Call to Anguish - David Wilkerson (Extended)

ARE YOU REALLY GONNA WEAR THAT?! SELL OUT FASHION DROPS FOR JANUARY 2021 | INTHEFROW

ARE YOU REALLY GONNA WEAR THAT?! SELL OUT FASHION DROPS FOR JANUARY 2021 | INTHEFROW

How Hard Is It To Legally Enter The U.S.?

How Hard Is It To Legally Enter The U.S.?

M Huncho - Come Up [Music Video] | GRM Daily

M Huncho - Come Up [Music Video] | GRM Daily

EASIEST WAY FOR BLENDING CHEAP COLORED PENCILS

EASIEST WAY FOR BLENDING CHEAP COLORED PENCILS

Minecraft === Моя первая рыбалка, пукающий крипер и сломанный ад...

Minecraft === Моя первая рыбалка, пукающий крипер и сломанный ад...

Earning without a degree: |Urdu| |Prof Dr Javed Iqbal|

Earning without a degree: |Urdu| |Prof Dr Javed Iqbal|

Why I have coffee with people who send me hate mail | Özlem Cekic

Why I have coffee with people who send me hate mail | Özlem Cekic