{"id":27944865,"url":"https://github.com/devslem/devslem","last_synced_at":"2026-02-26T03:03:04.453Z","repository":{"id":37282179,"uuid":"451563200","full_name":"DevSlem/DevSlem","owner":"DevSlem","description":null,"archived":false,"fork":false,"pushed_at":"2025-10-24T00:13:28.000Z","size":12357,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-24T02:36:04.770Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/DevSlem.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2022-01-24T17:25:46.000Z","updated_at":"2025-10-24T00:13:31.000Z","dependencies_parsed_at":"2023-10-30T01:36:52.390Z","dependency_job_id":"b2873716-8dc5-4d77-ba94-ba4a3e1955b2","html_url":"https://github.com/DevSlem/DevSlem","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/DevSlem/DevSlem","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2FDevSlem","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2FDevSlem/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2FDevSlem/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2FDevSlem/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DevSlem","download_url":"https://codeload.github.com/DevSlem/DevSlem/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DevSlem%2FDevSlem/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":281908599,"owners_count":26582146,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-30T02:00:06.501Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-05-07T12:54:52.509Z","updated_at":"2026-02-26T03:03:04.437Z","avatar_url":"https://github.com/DevSlem.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# I'm Jinyeong (DevSlem)! 👋\n\n\u003c!--![](images/some-new-ideas-are-here-needed.png)--\u003e\n\nHi, I'm an AI researcher interested in deep learning and reinforcement learning. Feel free to see my projects and contact me.\n\n**University** - [Incheon National University](https://www.inu.ac.kr/mbshome/mbs/inuengl/index.html)  \n**Blog** - [DevSlem Blog](https://devslem.github.io/)  \n**E-mail** - \u003cdevslem12@gmail.com\u003e  \n**LinkedIn** - [Jinyeong Park](https://www.linkedin.com/in/jinyeong-park-24176525a/)\n\nOptimize my daily routine using **reinforcement learning** (Q-learning):\n\n```python\n# take a step\nS = \"busy\" # state\nA = \"play\" in { \"play\", \"work\" } # action\nS' = \"boom\" # next state\nR = -100 # penalty\n\n# learn from the experience\nQ[S,A] += alpha * (R + gamma * max(Q[S',:]) - Q[S,A])\n\n# but, still I don't want to work...\nA' = \"play\" # next action\n```\n\n\u003c!--\n**DevSlem/DevSlem** is a ✨ _special_ ✨ repository because its `README.md` (this file) appears on your GitHub profile.\n\nHere are some ideas to get you started:\n\n- 🔭 I’m currently working on ...\n- 🌱 I’m currently learning ...\n- 👯 I’m looking to collaborate on ...\n- 🤔 I’m looking for help with ...\n- 💬 Ask me about ...\n- 📫 How to reach me: ...\n- 😄 Pronouns: ...\n- ⚡ Fun fact: ...\n--\u003e\n\n\u003c!-- ![](https://raw.githubusercontent.com/DevSlem/DevSlem/main/profile-summary-card-output/radical/0-profile-details.svg) --\u003e  \n\u003c!-- ![](https://raw.githubusercontent.com/DevSlem/DevSlem/main/profile-summary-card-output/github_dark/2-most-commit-language.svg) ![](https://raw.githubusercontent.com/DevSlem/DevSlem/main/profile-summary-card-output/github_dark/4-productive-time.svg) --\u003e\n\n\u003c!--\n### Tech Stack\n\n\u003cp\u003e\n \u003cimg src=\"https://img.shields.io/badge/python-3670A0?style=for-the-badge\u0026logo=python\u0026logoColor=ffdd54\"/\u003e\n \u003cimg src=\"https://img.shields.io/badge/c%23-%23239120.svg?style=for-the-badge\u0026logo=c-sharp\u0026logoColor=white\"/\u003e\n \u003cimg src=\"https://img.shields.io/badge/Rust-black?style=for-the-badge\u0026logo=rust\u0026logoColor=#E57324\"/\u003e\n \u003cimg src=\"https://img.shields.io/badge/c++-%2300599C.svg?style=for-the-badge\u0026logo=c%2B%2B\u0026logoColor=white\"/\u003e\n \n \u003cbr\u003e\n\n \u003cimg src=\"https://img.shields.io/badge/PyTorch-EE4C2C?style=for-the-badge\u0026logo=PyTorch\u0026logoColor=white\"/\u003e\n \u003cimg src=\"https://img.shields.io/badge/unity-%23000000.svg?style=for-the-badge\u0026logo=unity\u0026logoColor=white\"/\u003e\n \u003cimg src=\"https://img.shields.io/badge/ML%20Agents-%23000000.svg?style=for-the-badge\u0026logo=unity\u0026logoColor=white\"/\u003e\n\u003c/p\u003e\n--\u003e\n\n\n### 🚀 Projects\n\n|Title _(Year)_ ⬇️|Category|Available Sources|Description|\n|:---:|:---:|:---:|---|\n|**Mol-AIR** _(2025)_|RL, Drug Design|[Repository](https://github.com/DevSlem/Mol-AIR) / [Paper](https://pubs.acs.org/doi/10.1021/acs.jcim.4c01669)|Molecular reinforcement learning with adaptive intrinsic reward for goal-directed molecular generation|\n|**Multiple Knapsack** _(2024)_|RL, Combinatorial|[Repository](https://github.com/DevSlem/multiple-knapsack)|Comprehensive comparison of RL methods for the multiple knapsack problem|\n|**AINE-DRL** _(2023)_|RL, Utility|[Repository](https://github.com/DevSlem/AINE-DRL) / [Download](https://pypi.org/project/aine-drl/)|Deep reinforcement learning baseline framework|\n|**Move-Tool** _(2022)_|Unity, Utility|[Repository](https://github.com/DevSlem/unity-move-tool)|Unity editor position handle utility for the vector-like fields|\n|**Back to the Dungeon** _(2022)_|Unity, Game|[Repository](https://github.com/Team-UGD/back-to-the-dungeon-scripts) / [Download](https://devslem.itch.io/back-to-the-dungeon)|Unity 2D platformer shooting game|\n\n\n\u003c!--\n* **Back to the Dungeon**: Unity 2D Platformer Shooting Game\n  * [Repository](https://github.com/Team-UGD/back-to-the-dungeon-scripts) - only script files\n  * [Download](https://devslem.itch.io/back-to-the-dungeon)\n* **AINE-DRL**: Deep Reinforcement Learning Baseline Framework\n  * [Repository](https://github.com/DevSlem/AINE-DRL)\n  * [Download](https://pypi.org/project/aine-drl/)\n* **Mol-AIR**: Molecular Reinforcement Learning with Adaptive Intrinsic Reward for Goal-directed Molecular Generation\n  * [Repository](https://github.com/DevSlem/Mol-AIR)\n  * [Paper](https://arxiv.org/abs/2403.20109)\n* **Multiple Knapsack**: Multiple Knapsack Optimization using Deep Reinforcement Learning with Transformer\n  * [Repository](https://github.com/DevSlem/multiple-knapsack)\n--\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevslem%2Fdevslem","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdevslem%2Fdevslem","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdevslem%2Fdevslem/lists"}