René's URL Explorer Experiment

Title: GitHub - srikanthbaride/Reinforcement-Learning-Explained-Code: Companion Python code for the book "Reinforcement Learning Explained" · GitHub

Open Graph Title: GitHub - srikanthbaride/Reinforcement-Learning-Explained-Code: Companion Python code for the book "Reinforcement Learning Explained"

X Title: GitHub - srikanthbaride/Reinforcement-Learning-Explained-Code: Companion Python code for the book "Reinforcement Learning Explained"

Description: Companion Python code for the book "Reinforcement Learning Explained" - srikanthbaride/Reinforcement-Learning-Explained-Code

Open Graph Description: Companion Python code for the book "Reinforcement Learning Explained" - srikanthbaride/Reinforcement-Learning-Explained-Code

X Description: Companion Python code for the book "Reinforcement Learning Explained" - srikanthbaride/Reinforcement-Learning-Explained-Code

Opengraph URL: https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:ec67f02f-d96a-e5ca-7851-aadf30a5bd6c
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	B14C:31D4:284645:38F097:6A4C9DDF
html-safe-nonce	3a44799e31e50cbd7253d709efa2218bff3f98704369eae6d156ac6fea31b665
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCMTRDOjMxRDQ6Mjg0NjQ1OjM4RjA5Nzo2QTRDOURERiIsInZpc2l0b3JfaWQiOiI4MzcxNDQyNjU4MTc4ODAxMTE5IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	d55701990b1486181c82886dbaa6cae7224d43a377218950072359ff03ccc5dc
hovercard-subject-tag	repository:1047141350
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
twitter:image	https://opengraph.githubassets.com/02e3061caa772cc103dced6858acd68e09003ceafb827897efa6c0d2b860d74e/srikanthbaride/Reinforcement-Learning-Explained-Code
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/02e3061caa772cc103dced6858acd68e09003ceafb827897efa6c0d2b860d74e/srikanthbaride/Reinforcement-Learning-Explained-Code
og:image:alt	Companion Python code for the book "Reinforcement Learning Explained" - srikanthbaride/Reinforcement-Learning-Explained-Code
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	3d11bb817438277de2a940854450e83a7d32b6aeb5014e9e6b00a6423900251c
turbo-cache-control	no-cache
go-import	github.com/srikanthbaride/Reinforcement-Learning-Explained-Code git https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code.git
octolytics-dimension-user_id	16683948
octolytics-dimension-user_login	srikanthbaride
octolytics-dimension-repository_id	1047141350
octolytics-dimension-repository_nwo	srikanthbaride/Reinforcement-Learning-Explained-Code
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	1047141350
octolytics-dimension-repository_network_root_nwo	srikanthbaride/Reinforcement-Learning-Explained-Code
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	ae90d426644ca15e89bacceb72e51f4e9dbf85f7
ui-target	canary-1
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fsrikanthbaride%2FReinforcement-Learning-Explained-Code
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fsrikanthbaride%2FReinforcement-Learning-Explained-Code
Sign up	https://github.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=srikanthbaride%2FReinforcement-Learning-Explained-Code
Reload	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
Reload	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
Reload	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
srikanthbaride	https://github.com/srikanthbaride
Reinforcement-Learning-Explained-Code	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
Notifications	https://github.com/login?return_to=%2Fsrikanthbaride%2FReinforcement-Learning-Explained-Code
Fork 1	https://github.com/login?return_to=%2Fsrikanthbaride%2FReinforcement-Learning-Explained-Code
Star 1	https://github.com/login?return_to=%2Fsrikanthbaride%2FReinforcement-Learning-Explained-Code
Code	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
Issues 0	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/issues
Pull requests 0	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/pulls
Actions	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/actions
Projects	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/projects
Wiki	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/wiki
Security and quality 0	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/security
Insights	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/pulse
Code	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
Issues	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/issues
Pull requests	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/pulls
Actions	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/actions
Projects	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/projects
Wiki	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/wiki
Security and quality	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/security
Insights	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/pulse
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
Branches	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/branches
Tags	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tags
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/branches
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tags
96 Commits	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/commits/main/
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/commits/main/
.github/workflows	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/.github/workflows
.github/workflows	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/.github/workflows
ch10_function_approx	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch10_function_approx
ch10_function_approx	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch10_function_approx
ch11_policy_gradient	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch11_policy_gradient
ch11_policy_gradient	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch11_policy_gradient
ch2_rl_formulation	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch2_rl_formulation
ch2_rl_formulation	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch2_rl_formulation
ch3_multi_armed_bandits	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch3_multi_armed_bandits
ch3_multi_armed_bandits	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch3_multi_armed_bandits
ch4_dynamic_programming	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch4_dynamic_programming
ch4_dynamic_programming	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch4_dynamic_programming
ch5_monte_carlo	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch5_monte_carlo
ch5_monte_carlo	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch5_monte_carlo
ch6_td_learning	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch6_td_learning
ch6_td_learning	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch6_td_learning
ch7_td_control	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch7_td_control
ch7_td_control	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch7_td_control
ch8_td_lambda	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch8_td_lambda
ch8_td_lambda	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch8_td_lambda
ch9_model_based_planning	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch9_model_based_planning
ch9_model_based_planning	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/ch9_model_based_planning
utils	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/utils
utils	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/tree/main/utils
.gitignore	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/.gitignore
.gitignore	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/.gitignore
LICENSE	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/LICENSE
LICENSE	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/LICENSE
README.md	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/README.md
README.md	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/README.md
requirements.txt	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/requirements.txt
requirements.txt	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/requirements.txt
README	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
MIT license	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code#reinforcement-learning-explained--companion-code
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code#build-status
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/actions/workflows/ch2.yml
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/actions/workflows/ch3.yml
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/actions/workflows/ch4.yml
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/actions/workflows/ch5.yml
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/actions/workflows/ch6.yml
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/actions/workflows/ch7.yml
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/actions/workflows/ch8.yml
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/actions/workflows/ch9.yml
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/actions/workflows/ch10.yml
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/actions/workflows/ch11.yml
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code#-chapter-navigation
Chapter 2: The RL Problem Formulation	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/ch2_rl_formulation
Chapter 3: Multi-Armed Bandits	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/ch3_multi_armed_bandits
Chapter 4: Dynamic Programming Approaches	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/ch4_dynamic_programming
Chapter 5: Monte Carlo Methods	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/ch5_monte_carlo
Chapter 6: Temporal-Difference Learning	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/ch6_td_learning
Chapter 7: TD Control — SARSA and Q-Learning	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/ch7_td_control
Chapter 8: Eligibility Traces and TD(λ)	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/ch8_td_lambda
Chapter 9: Model-Based RL and Planning	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/ch9_model_based_planning
Chapter 10: Function Approximation Basics	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/ch10_function_approx
Chapter 11: Policy Gradient Fundamentals (REINFORCE)	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/blob/main/ch11_policy_gradient
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code#-chapter-progress
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code#-repository-structure
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code#-running-tests
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code#️-continuous-integration
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code#-how-to-cite
	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code#-license
github.com/srikanthbaride/Reinforcement-Learning-Fundamentals-Code	https://github.com/srikanthbaride/Reinforcement-Learning-Fundamentals-Code
reinforcement-learning	https://github.com/topics/reinforcement-learning
reinforcement-learning-algorithms	https://github.com/topics/reinforcement-learning-algorithms
reinforcement-learning-agent	https://github.com/topics/reinforcement-learning-agent
reinforcement-learning-environments	https://github.com/topics/reinforcement-learning-environments
Readme	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code#readme-ov-file
MIT license	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code#MIT-1-ov-file
Please reload this page	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
Activity	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/activity
1 fork	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fsrikanthbaride%2FReinforcement-Learning-Explained-Code&report=srikanthbaride+%28user%29
Releases	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/releases
Packages 0	https://github.com/users/srikanthbaride/packages?repo_name=Reinforcement-Learning-Explained-Code
Please reload this page	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
Contributors	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/graphs/contributors
Please reload this page	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code
Python 96.1%	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/search?l=python
Jupyter Notebook 3.9%	https://github.com/srikanthbaride/Reinforcement-Learning-Explained-Code/search?l=jupyter-notebook
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.