René's URL Explorer Experiment


Title: GitHub - T-Rex939/Deep-Reinforcement-Learning-With-Python: Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Open Graph Title: GitHub - T-Rex939/Deep-Reinforcement-Learning-With-Python: Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

X Title: GitHub - T-Rex939/Deep-Reinforcement-Learning-With-Python: Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Description: Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math - T-Rex939/Deep-Reinforcement-Learning-With-Python

Open Graph Description: Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math - T-Rex939/Deep-Reinforcement-Learning-With-Python

X Description: Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math - T-Rex939/Deep-Reinforcement-Learning-With-Python

Opengraph URL: https://github.com/T-Rex939/Deep-Reinforcement-Learning-With-Python

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:3fa05378-abda-5f5d-61c5-3f38d8049d03
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idD692:1AD31F:3589E7:445366:69905190
html-safe-nonce3dad6a63b82487cb934751fda4e6a9a4a7a6f1d46011f0b1082e2a23cdb316c5
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJENjkyOjFBRDMxRjozNTg5RTc6NDQ1MzY2OjY5OTA1MTkwIiwidmlzaXRvcl9pZCI6IjMyMzY4NDUwNDAyMjU2OTM2MCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmace5ea866fe452235906af3f6e6347322eea97baa83dd30f81000289f6bae32e01
hovercard-subject-tagrepository:928730087
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/T-Rex939/Deep-Reinforcement-Learning-With-Python
twitter:imagehttps://opengraph.githubassets.com/b02eeaea7fc3343fe79bdf1f9c6c30e68af458f6334573047b5d3af34fa19223/T-Rex939/Deep-Reinforcement-Learning-With-Python
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/b02eeaea7fc3343fe79bdf1f9c6c30e68af458f6334573047b5d3af34fa19223/T-Rex939/Deep-Reinforcement-Learning-With-Python
og:image:altMaster classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math - T-Rex939/Deep-Reinforcement-Learning-With-Python
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None42c603b9d642c4a9065a51770f75e5e27132fef0e858607f5c9cb7e422831a7b
turbo-cache-controlno-preview
go-importgithub.com/T-Rex939/Deep-Reinforcement-Learning-With-Python git https://github.com/T-Rex939/Deep-Reinforcement-Learning-With-Python.git
octolytics-dimension-user_id198171963
octolytics-dimension-user_loginT-Rex939
octolytics-dimension-repository_id928730087
octolytics-dimension-repository_nwoT-Rex939/Deep-Reinforcement-Learning-With-Python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id300503316
octolytics-dimension-repository_parent_nwosudharsan13296/Deep-Reinforcement-Learning-With-Python
octolytics-dimension-repository_network_root_id300503316
octolytics-dimension-repository_network_root_nwosudharsan13296/Deep-Reinforcement-Learning-With-Python
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release3b33c5aedc9808f45bc5fcf0b1e4404cf749dac7
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FT-Rex939%2FDeep-Reinforcement-Learning-With-Python
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FT-Rex939%2FDeep-Reinforcement-Learning-With-Python
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=T-Rex939%2FDeep-Reinforcement-Learning-With-Python
Reloadhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python
Reloadhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python
Reloadhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python
T-Rex939 https://patch-diff.githubusercontent.com/T-Rex939
Deep-Reinforcement-Learning-With-Pythonhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python
sudharsan13296/Deep-Reinforcement-Learning-With-Pythonhttps://patch-diff.githubusercontent.com/sudharsan13296/Deep-Reinforcement-Learning-With-Python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FT-Rex939%2FDeep-Reinforcement-Learning-With-Python
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2FT-Rex939%2FDeep-Reinforcement-Learning-With-Python
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2FT-Rex939%2FDeep-Reinforcement-Learning-With-Python
www.amazon.com/dp/1839210680/ref=cm_sw_r_tw_dp_x_0HRDFbW4MN11Hhttps://www.amazon.com/dp/1839210680/ref=cm_sw_r_tw_dp_x_0HRDFbW4MN11H
0 stars https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/stargazers
143 forks https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/forks
Branches https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/branches
Tags https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tags
Activity https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FT-Rex939%2FDeep-Reinforcement-Learning-With-Python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FT-Rex939%2FDeep-Reinforcement-Learning-With-Python
Code https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python
Pull requests 0 https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/pulls
Actions https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/actions
Projects 0 https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/projects
Security 0 https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/security
Insights https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/pulse
Code https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python
Pull requests https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/pulls
Actions https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/actions
Projects https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/projects
Security https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/security
Insights https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/pulse
Brancheshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/branches
Tagshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tags
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/branches
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tags
23 Commitshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/commits/master/
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/commits/master/
01. Fundamentals of Reinforcement Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/01.%20Fundamentals%20of%20Reinforcement%20Learning
01. Fundamentals of Reinforcement Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/01.%20Fundamentals%20of%20Reinforcement%20Learning
02. A Guide to the Gym Toolkithttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/02.%20A%20Guide%20to%20the%20Gym%20Toolkit
02. A Guide to the Gym Toolkithttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/02.%20A%20Guide%20to%20the%20Gym%20Toolkit
03. Bellman Equation and Dynamic Programminghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/03.%20Bellman%20Equation%20and%20Dynamic%20Programming
03. Bellman Equation and Dynamic Programminghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/03.%20Bellman%20Equation%20and%20Dynamic%20Programming
04. Monte Carlo Methodshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/04.%20Monte%20Carlo%20Methods
04. Monte Carlo Methodshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/04.%20Monte%20Carlo%20Methods
05. Understanding Temporal Difference Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/05.%20Understanding%20Temporal%20Difference%20Learning
05. Understanding Temporal Difference Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/05.%20Understanding%20Temporal%20Difference%20Learning
06. Case Study: The MAB Problemhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/06.%20Case%20Study%3A%20The%20MAB%20Problem
06. Case Study: The MAB Problemhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/06.%20Case%20Study%3A%20The%20MAB%20Problem
07. Deep learning foundationshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/07.%20Deep%20learning%20foundations
07. Deep learning foundationshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/07.%20Deep%20learning%20foundations
08. A primer on TensorFlowhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/08.%20A%20primer%20on%20TensorFlow
08. A primer on TensorFlowhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/08.%20A%20primer%20on%20TensorFlow
09. Deep Q Network and its Variantshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/09.%20%20Deep%20Q%20Network%20and%20its%20Variants
09. Deep Q Network and its Variantshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/09.%20%20Deep%20Q%20Network%20and%20its%20Variants
10. Policy Gradient Methodhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/10.%20Policy%20Gradient%20Method
10. Policy Gradient Methodhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/10.%20Policy%20Gradient%20Method
11. Actor Critic Methods - A2C and A3Chttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/11.%20Actor%20Critic%20Methods%20-%20A2C%20and%20A3C
11. Actor Critic Methods - A2C and A3Chttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/11.%20Actor%20Critic%20Methods%20-%20A2C%20and%20A3C
12. Learning DDPG, TD3 and SAChttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/12.%20Learning%20DDPG%2C%20TD3%20and%20SAC
12. Learning DDPG, TD3 and SAChttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/12.%20Learning%20DDPG%2C%20TD3%20and%20SAC
13. TRPO, PPO and ACKTR Methodshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/13.%20TRPO%2C%20PPO%20and%20ACKTR%20Methods
13. TRPO, PPO and ACKTR Methodshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/13.%20TRPO%2C%20PPO%20and%20ACKTR%20Methods
14. Distributional Reinforcement Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/14.%20Distributional%20Reinforcement%20Learning
14. Distributional Reinforcement Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/14.%20Distributional%20Reinforcement%20Learning
15. Imitation Learning and Inverse RLhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/15.%20Imitation%20Learning%20and%20Inverse%20RL
15. Imitation Learning and Inverse RLhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/15.%20Imitation%20Learning%20and%20Inverse%20RL
16. Deep Reinforcement Learning with Stable Baselineshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/16.%20Deep%20Reinforcement%20Learning%20with%20Stable%20Baselines
16. Deep Reinforcement Learning with Stable Baselineshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/16.%20Deep%20Reinforcement%20Learning%20with%20Stable%20Baselines
17. Reinforcement Learning Frontiershttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/17.%20Reinforcement%20Learning%20Frontiers
17. Reinforcement Learning Frontiershttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/17.%20Reinforcement%20Learning%20Frontiers
imageshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/images
imageshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/images
pdfhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/pdf
pdfhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/tree/master/pdf
.DS_Storehttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/.DS_Store
.DS_Storehttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/.DS_Store
README.mdhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/README.md
READMEhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python
Deep Reinforcement Learning With Pythonhttps://www.amazon.com/dp/1839210680/ref=cm_sw_r_tw_dp_x_avRDFb99EVTQ
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#deep-reinforcement-learning-with-python
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#master-classic-rl-deep-rl-distributional-rl-inverse-rl-and-more-using-openai-gym-and-tensorflow-with-extensive-math
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#about-the-book
https://www.amazon.com/dp/1839210680/ref=cm_sw_r_tw_dp_x_avRDFb99EVTQ
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#get-the-book
https://www.oreilly.com/library/view/deep-reinforcement-learning/9781839210686/
https://www.amazon.com/gp/product/B08HSHV72N/ref=dbs_a_def_rwt_bibl_vppi_i2
https://www.packtpub.com/product/deep-reinforcement-learning-with-python-second-edition/9781839210686
https://www.google.co.in/books/edition/Deep_Reinforcement_Learning_with_Python/dFkAEAAAQBAJ?hl=en&gbpv=0&kptab=overview
https://play.google.com/store/books/details/Sudharsan_Ravichandiran_Deep_Reinforcement_Learnin?id=dFkAEAAAQBAJ
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#table-of-contents
here.https://github.com/sudharsan13296/Deep-Reinforcement-Learning-With-Python/raw/master/pdf/table%20of%20contents.pdf
1. Fundamentals of Reinforcement Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#1-fundamentals-of-reinforcement-learning
1.1. Key Elements of Reinforcement Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.01.%20Key%20Elements%20of%20Reinforcement%20Learning%20.ipynb
1.2. Basic Idea of Reinforcement Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.02.%20Basic%20Idea%20of%20Reinforcement%20Learning.ipynb
1.3. Reinforcement Learning Algorithmhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.03.%20Reinforcement%20Learning%20Algorithm.ipynb
1.4. RL Agent in the Grid Worldhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.04.%20RL%20agent%20in%20the%20Grid%20World%20.ipynb
1.5. How RL differs from other ML paradigms?https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.05.%20How%20RL%20differs%20from%20other%20ML%20paradigms%3F.ipynb
1.6. Markov Decision Processeshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.06.%20Markov%20Decision%20Processes.ipynb
1.7. Action Space, Policy, Episode and Horizonhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.07.%20Action%20space%2C%20Policy%2C%20Episode%20and%20Horizon.ipynb
1.8. Return, Discount Factor and Math Essentialshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.08.%20%20Return%2C%20Discount%20Factor%20and%20Math%20Essentials.ipynb
1.9. Value Function and Q Functionhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.09%20Value%20function%20and%20Q%20function.ipynb
1.10. Model-Based and Model-Free Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.10.%20Model-Based%20and%20Model-Free%20Learning%20.ipynb
1.11. Different Types of Environmentshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.11.%20Different%20Types%20of%20Environments.ipynb
1.12. Applications of Reinforcement Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.12.%20Applications%20of%20Reinforcement%20Learning.ipynb
1.13. Reinforcement Learning Glossaryhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/01.%20Fundamentals%20of%20Reinforcement%20Learning/1.13.%20Reinforcement%20Learning%20Glossary.ipynb
2. A Guide to the Gym Toolkithttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/02.%20A%20Guide%20to%20the%20Gym%20Toolkit
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#2-a-guide-to-the-gym-toolkit
2.2. Creating our First Gym Environmenthttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/02.%20A%20Guide%20to%20the%20Gym%20Toolkit/2.02.%20%20Creating%20our%20First%20Gym%20Environment.ipynb
2.5. Cart Pole Balancing with Random Policyhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/02.%20A%20Guide%20to%20the%20Gym%20Toolkit/2.05.%20Cart%20Pole%20Balancing%20with%20Random%20Policy.ipynb
3. Bellman Equation and Dynamic Programminghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/03.%20Bellman%20Equation%20and%20Dynamic%20Programming
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#3-bellman-equation-and-dynamic-programming
3.6. Solving the Frozen Lake Problem with Value Iterationhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/03.%20Bellman%20Equation%20and%20Dynamic%20Programming/3.06.%20Solving%20the%20Frozen%20Lake%20Problem%20with%20Value%20Iteration.ipynb
3.8. Solving the Frozen Lake Problem with Policy Iterationhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/03.%20Bellman%20Equation%20and%20Dynamic%20Programming/3.08.%20Solving%20the%20Frozen%20Lake%20Problem%20with%20Policy%20Iteration.ipynb
4. Monte Carlo Methodshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/04.%20Monte%20Carlo%20Methods
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#4-monte-carlo-methods
4.13. Implementing On-Policy MC Controlhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/04.%20Monte%20Carlo%20Methods/4.13.%20Implementing%20On-Policy%20MC%20Control.ipynb
5. Understanding Temporal Difference Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/05.%20Understanding%20Temporal%20Difference%20Learning
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#5-understanding-temporal-difference-learning
5.3. Predicting the Value of States in a Frozen Lake Environmenthttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/05.%20Understanding%20Temporal%20Difference%20Learning/5.03.%20Predicting%20the%20Value%20of%20States%20in%20a%20Frozen%20Lake%20Environment.ipynb
5.6. Computing Optimal Policy using SARSAhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/05.%20Understanding%20Temporal%20Difference%20Learning/5.06.%20Computing%20Optimal%20Policy%20using%20SARSA.ipynb
5.8. Computing the Optimal Policy using Q Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/05.%20Understanding%20Temporal%20Difference%20Learning/5.08.%20Computing%20the%20Optimal%20Policy%20using%20Q%20Learning.ipynb
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#6-case-study-the-mab-problem
7. Deep Learning Foundationshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/07.%20Deep%20learning%20foundations
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#7-deep-learning-foundations
7.5. Building neural network from scratchhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/07.%20Deep%20learning%20foundations/7.05%20Building%20Neural%20Network%20from%20scratch.ipynb
8. Getting to Know TensorFlowhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/08.%20A%20primer%20on%20TensorFlow
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#8-getting-to-know-tensorflow
8.5. Handwritten digits classification using Tensorflowhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/08.%20A%20primer%20on%20TensorFlow/8.05%20Handwritten%20digits%20classification%20using%20TensorFlow.ipynb
8.8. Math operations in TensorFlowhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/08.%20A%20primer%20on%20TensorFlow/8.08%20Math%20operations%20in%20TensorFlow.ipynb
8.10. MNIST digits classification in Tensorflow 2.0https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/08.%20A%20primer%20on%20TensorFlow/8.10%20MNIST%20digits%20classification%20in%20TensorFlow%202.0.ipynb
9. Deep Q Network and its Variantshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/09.%20%20Deep%20Q%20Network%20and%20its%20Variants
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#9-deep-q-network-and-its-variants
9.3. Playing Atari Games using DQNhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/09.%20%20Deep%20Q%20Network%20and%20its%20Variants/9.03.%20Playing%20Atari%20Games%20using%20DQN.ipynb
10. Policy Gradient Methodhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/10.%20Policy%20Gradient%20Method
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#10-policy-gradient-method
10.7. Cart Pole Balancing with Policy Gradienthttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/10.%20Policy%20Gradient%20Method/10.07.%20Cart%20Pole%20Balancing%20with%20Policy%20Gradient.ipynb
11. Actor Critic Methods - A2C and A3Chttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/11.%20Actor%20Critic%20Methods%20-%20A2C%20and%20A3C
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#11-actor-critic-methods---a2c-and-a3c
11.5. Mountain Car Climbing using A3Chttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/11.%20Actor%20Critic%20Methods%20-%20A2C%20and%20A3C/11.05.%20Mountain%20Car%20Climbing%20using%20A3C.ipynb
12. Learning DDPG, TD3 and SAChttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/12.%20Learning%20DDPG%2C%20TD3%20and%20SAC
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#12-learning-ddpg-td3-and-sac
12.5. Swinging Up the Pendulum using DDPGhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/12.%20Learning%20DDPG%2C%20TD3%20and%20SAC/12.02.%20Swinging%20Up%20the%20Pendulum%20using%20DDPG%20.ipynb
13. TRPO, PPO and ACKTR Methodshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/13.%20TRPO%2C%20PPO%20and%20ACKTR%20Methods
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#13-trpo-ppo-and-acktr-methods
13.9. Implementing PPO-Clipped Methodhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/13.%20TRPO%2C%20PPO%20and%20ACKTR%20Methods/13.09.%20Implementing%20PPO-Clipped%20Method.ipynb
14. Distributional Reinforcement Learninghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/14.%20Distributional%20Reinforcement%20Learning
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#14-distributional-reinforcement-learning
14.3. Playing Atari games using Categorical DQNhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/14.%20Distributional%20Reinforcement%20Learning/14.03.%20Playing%20Atari%20games%20using%20Categorical%20DQN.ipynb
15. Imitation Learning and Inverse RLhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/15.%20Imitation%20Learning%20and%20Inverse%20RL
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#15-imitation-learning-and-inverse-rl
16. Deep Reinforcement Learning with Stable Baselineshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/16.%20Deep%20Reinforcement%20Learning%20with%20Stable%20Baselines
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#16-deep-reinforcement-learning-with-stable-baselines
16.1. Creating our First Agent with Baselinehttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/16.%20Deep%20Reinforcement%20Learning%20with%20Stable%20Baselines/16.01.%20Creating%20our%20First%20Agent%20with%20Stable%20Baseline.ipynb
16.4. Playing Atari Games with DQNhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/16.%20Deep%20Reinforcement%20Learning%20with%20Stable%20Baselines/16.04.%20Playing%20Atari%20games%20with%20DQN%20and%20its%20variants.ipynb
16.5. Implememt DQN variantshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/16.%20Deep%20Reinforcement%20Learning%20with%20Stable%20Baselines/16.05.%20Implementing%20DQN%20variants.ipynb
16.6. Lunar Lander using A2Chttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/16.%20Deep%20Reinforcement%20Learning%20with%20Stable%20Baselines/16.06.%20Lunar%20Lander%20using%20A2C.ipynb
16.7. Creating a custom networkhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/16.%20Deep%20Reinforcement%20Learning%20with%20Stable%20Baselines/16.07.%20Creating%20a%20custom%20network.ipynb
16.8. Swinging up a Pendulum using DDPGhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/16.%20Deep%20Reinforcement%20Learning%20with%20Stable%20Baselines/16.08.%20Swinging%20up%20a%20pendulum%20using%20DDPG.ipynb
16.9. Training an Agent to Walk using TRPOhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/16.%20Deep%20Reinforcement%20Learning%20with%20Stable%20Baselines/16.09.%20Training%20an%20agent%20to%20walk%20using%20TRPO.ipynb
16.10. Training Cheetah Bot to Run using PPOhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/16.%20Deep%20Reinforcement%20Learning%20with%20Stable%20Baselines/16.10.%20Training%20cheetah%20bot%20to%20run%20using%20PPO.ipynb
17. Reinforcement Learning Frontiershttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/blob/master/17.%20Reinforcement%20Learning%20Frontiers
https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#17-reinforcement-learning-frontiers
www.amazon.com/dp/1839210680/ref=cm_sw_r_tw_dp_x_0HRDFbW4MN11Hhttps://www.amazon.com/dp/1839210680/ref=cm_sw_r_tw_dp_x_0HRDFbW4MN11H
Readme https://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python
Activityhttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/activity
0 starshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/watchers
0 forkshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FT-Rex939%2FDeep-Reinforcement-Learning-With-Python&report=T-Rex939+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/T-Rex939/Deep-Reinforcement-Learning-With-Python/releases
Packages 0https://patch-diff.githubusercontent.com/users/T-Rex939/packages?repo_name=Deep-Reinforcement-Learning-With-Python
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.