René's URL Explorer Experiment


Title: GitHub - reddy-lab-code-research/PPOCoder: Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning" · GitHub

Open Graph Title: GitHub - reddy-lab-code-research/PPOCoder: Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"

X Title: GitHub - reddy-lab-code-research/PPOCoder: Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"

Description: Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning" - reddy-lab-code-research/PPOCoder

Open Graph Description: Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning" - reddy-lab-code-research/PPOCoder

X Description: Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning" - reddy-lab-code-research/PPOCoder

Opengraph URL: https://github.com/reddy-lab-code-research/PPOCoder

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:2a7d9221-bec2-dbd9-231a-51a68a078ede
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id9D10:1775E7:8511E8E:B5346A0:6A5E8811
html-safe-noncec2fcdec2390af208e36d86a1e8378bcac41f447de2a4c8758b96d3c05b360a76
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5RDEwOjE3NzVFNzo4NTExRThFOkI1MzQ2QTA6NkE1RTg4MTEiLCJ2aXNpdG9yX2lkIjoiNzMwMzY4NDExODc2MDI5NDQxNyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac6395363f26d1e8098f88b2e0f700a9d5c6120ae6febc59270695a365be7764ec
hovercard-subject-tagrepository:554946092
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/reddy-lab-code-research/PPOCoder
twitter:imagehttps://opengraph.githubassets.com/6a39332ea31bf1d8de7d5d878117dcde09d05ab2a5105c89723d13c0baf0fc3a/reddy-lab-code-research/PPOCoder
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/6a39332ea31bf1d8de7d5d878117dcde09d05ab2a5105c89723d13c0baf0fc3a/reddy-lab-code-research/PPOCoder
og:image:altCode for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning" - reddy-lab-code-research/PPOCoder
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonee0c30ec4bc4cc128be7eee7ef869507723a2ac9916267b7e0d370b3580a5e7ba
turbo-cache-controlno-cache
go-importgithub.com/reddy-lab-code-research/PPOCoder git https://github.com/reddy-lab-code-research/PPOCoder.git
octolytics-dimension-user_id99287607
octolytics-dimension-user_loginreddy-lab-code-research
octolytics-dimension-repository_id554946092
octolytics-dimension-repository_nworeddy-lab-code-research/PPOCoder
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id554946092
octolytics-dimension-repository_network_root_nworeddy-lab-code-research/PPOCoder
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
release68ef39d284f7f48d37e751bc9bc0a9a4166228d5
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/reddy-lab-code-research/PPOCoder#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Freddy-lab-code-research%2FPPOCoder
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
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
Code QualityEnforce quality at mergehttps://github.com/features/code-quality
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
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
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/enterprise/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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Freddy-lab-code-research%2FPPOCoder
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=reddy-lab-code-research%2FPPOCoder
Reloadhttps://github.com/reddy-lab-code-research/PPOCoder
Reloadhttps://github.com/reddy-lab-code-research/PPOCoder
Reloadhttps://github.com/reddy-lab-code-research/PPOCoder
Please reload this pagehttps://github.com/reddy-lab-code-research/PPOCoder
reddy-lab-code-research https://github.com/reddy-lab-code-research
PPOCoderhttps://github.com/reddy-lab-code-research/PPOCoder
Notifications https://github.com/login?return_to=%2Freddy-lab-code-research%2FPPOCoder
Fork 12 https://github.com/login?return_to=%2Freddy-lab-code-research%2FPPOCoder
Star 116 https://github.com/login?return_to=%2Freddy-lab-code-research%2FPPOCoder
Code https://github.com/reddy-lab-code-research/PPOCoder
Issues 3 https://github.com/reddy-lab-code-research/PPOCoder/issues
Pull requests 0 https://github.com/reddy-lab-code-research/PPOCoder/pulls
Actions https://github.com/reddy-lab-code-research/PPOCoder/actions
Projects https://github.com/reddy-lab-code-research/PPOCoder/projects
Security and quality 0 https://github.com/reddy-lab-code-research/PPOCoder/security
Insights https://github.com/reddy-lab-code-research/PPOCoder/pulse
Code https://github.com/reddy-lab-code-research/PPOCoder
Issues https://github.com/reddy-lab-code-research/PPOCoder/issues
Pull requests https://github.com/reddy-lab-code-research/PPOCoder/pulls
Actions https://github.com/reddy-lab-code-research/PPOCoder/actions
Projects https://github.com/reddy-lab-code-research/PPOCoder/projects
Security and quality https://github.com/reddy-lab-code-research/PPOCoder/security
Insights https://github.com/reddy-lab-code-research/PPOCoder/pulse
https://github.com/reddy-lab-code-research/PPOCoder
Brancheshttps://github.com/reddy-lab-code-research/PPOCoder/branches
Tagshttps://github.com/reddy-lab-code-research/PPOCoder/tags
https://github.com/reddy-lab-code-research/PPOCoder/branches
https://github.com/reddy-lab-code-research/PPOCoder/tags
98 Commitshttps://github.com/reddy-lab-code-research/PPOCoder/commits/main/
https://github.com/reddy-lab-code-research/PPOCoder/commits/main/
CodeBLEUhttps://github.com/reddy-lab-code-research/PPOCoder/tree/main/CodeBLEU
CodeBLEUhttps://github.com/reddy-lab-code-research/PPOCoder/tree/main/CodeBLEU
code_prepro/lang_processorshttps://github.com/reddy-lab-code-research/PPOCoder/tree/main/code_prepro/lang_processors
code_prepro/lang_processorshttps://github.com/reddy-lab-code-research/PPOCoder/tree/main/code_prepro/lang_processors
compilerhttps://github.com/reddy-lab-code-research/PPOCoder/tree/main/compiler
compilerhttps://github.com/reddy-lab-code-research/PPOCoder/tree/main/compiler
data/xlcosthttps://github.com/reddy-lab-code-research/PPOCoder/tree/main/data/xlcost
data/xlcosthttps://github.com/reddy-lab-code-research/PPOCoder/tree/main/data/xlcost
imageshttps://github.com/reddy-lab-code-research/PPOCoder/tree/main/images
imageshttps://github.com/reddy-lab-code-research/PPOCoder/tree/main/images
parserhttps://github.com/reddy-lab-code-research/PPOCoder/tree/main/parser
parserhttps://github.com/reddy-lab-code-research/PPOCoder/tree/main/parser
LICENSEhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/LICENSE
LICENSEhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/LICENSE
README.mdhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/README.md
README.mdhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/README.md
bleu.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/bleu.py
bleu.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/bleu.py
compile_rl_experiments.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/compile_rl_experiments.py
compile_rl_experiments.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/compile_rl_experiments.py
model.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/model.py
model.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/model.py
ppo.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/ppo.py
ppo.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/ppo.py
requirements.txthttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/requirements.txt
requirements.txthttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/requirements.txt
reward.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/reward.py
reward.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/reward.py
rl_run.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/rl_run.py
rl_run.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/rl_run.py
run.shhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/run.sh
run.shhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/run.sh
utils.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/utils.py
utils.pyhttps://github.com/reddy-lab-code-research/PPOCoder/blob/main/utils.py
READMEhttps://github.com/reddy-lab-code-research/PPOCoder
MIT licensehttps://github.com/reddy-lab-code-research/PPOCoder
https://github.com/reddy-lab-code-research/PPOCoder#ppocoder
Execution-based Code Generation using Deep Reinforcement Learninghttps://arxiv.org/abs/2301.13816
https://github.com/reddy-lab-code-research/PPOCoder#overview
https://github.com/reddy-lab-code-research/PPOCoder/blob/main/images/ppocoder_overview.jpg
https://github.com/reddy-lab-code-research/PPOCoder#environment-installation
https://github.com/reddy-lab-code-research/PPOCoder#datasets
herehttps://github.com/github/CodeSearchNet##data-details
herehttps://github.com/reddy-lab-code-research/XLCoST
herehttps://github.com/hendrycks/apps
herehttps://github.com/google-research/google-research/tree/master/mbpp
https://github.com/reddy-lab-code-research/PPOCoder#run
https://github.com/reddy-lab-code-research/PPOCoder#citation
openreview.net/forum?id=0XBuaxqEcGhttps://openreview.net/forum?id=0XBuaxqEcG
programming-language https://github.com/topics/programming-language
deep-reinforcement-learning https://github.com/topics/deep-reinforcement-learning
code-generation https://github.com/topics/code-generation
language-model https://github.com/topics/language-model
Readme https://github.com/reddy-lab-code-research/PPOCoder#readme-ov-file
MIT license https://github.com/reddy-lab-code-research/PPOCoder#MIT-1-ov-file
Please reload this pagehttps://github.com/reddy-lab-code-research/PPOCoder
Activityhttps://github.com/reddy-lab-code-research/PPOCoder/activity
Custom propertieshttps://github.com/reddy-lab-code-research/PPOCoder/custom-properties
12 forkshttps://github.com/reddy-lab-code-research/PPOCoder/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Freddy-lab-code-research%2FPPOCoder&report=reddy-lab-code-research+%28user%29
Please reload this pagehttps://github.com/reddy-lab-code-research/PPOCoder
Contributorshttps://github.com/reddy-lab-code-research/PPOCoder/graphs/contributors
Please reload this pagehttps://github.com/reddy-lab-code-research/PPOCoder
Python 98.7% https://github.com/reddy-lab-code-research/PPOCoder/search?l=python
C 0.3% https://github.com/reddy-lab-code-research/PPOCoder/search?l=c
Shell 0.3% https://github.com/reddy-lab-code-research/PPOCoder/search?l=shell
C# 0.3% https://github.com/reddy-lab-code-research/PPOCoder/search?l=c%23
Java 0.2% https://github.com/reddy-lab-code-research/PPOCoder/search?l=java
C++ 0.2% https://github.com/reddy-lab-code-research/PPOCoder/search?l=c%2B%2B
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.