{"id":17817607,"url":"https://github.com/codelixir/value-iteration","last_synced_at":"2025-10-11T13:02:07.682Z","repository":{"id":233798063,"uuid":"365481810","full_name":"codelixir/value-iteration","owner":"codelixir","description":"Understanding Markov Decision Processes using Value Iteration algorithm. For MDL course, Spring 2021.","archived":false,"fork":false,"pushed_at":"2021-05-08T10:14:33.000Z","size":1276,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-02T09:13:39.880Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/codelixir.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}},"created_at":"2021-05-08T10:11:32.000Z","updated_at":"2021-05-08T10:14:35.000Z","dependencies_parsed_at":null,"dependency_job_id":"97fcf41f-7c9c-49b9-aef0-6f047532968d","html_url":"https://github.com/codelixir/value-iteration","commit_stats":null,"previous_names":["codelixir/value-iteration"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/codelixir/value-iteration","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codelixir%2Fvalue-iteration","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codelixir%2Fvalue-iteration/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codelixir%2Fvalue-iteration/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codelixir%2Fvalue-iteration/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/codelixir","download_url":"https://codeload.github.com/codelixir/value-iteration/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codelixir%2Fvalue-iteration/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279007224,"owners_count":26084257,"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":"2025-10-11T02:00:06.511Z","response_time":55,"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":"2024-10-27T16:44:32.990Z","updated_at":"2025-10-11T13:02:07.647Z","avatar_url":"https://github.com/codelixir.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![forthebadge](https://forthebadge.com/images/badges/ctrl-c-ctrl-v.svg)](https://forthebadge.com)\n\n#### Contributors\n[Dhruvee Birla](https://github.com/dhruvxx) and myself.\n\nThis assignment was done as a part of the Machine, Data and Learning course, Spring 2021.\n\n---\n\n# Value Iteration\n\nThe goal of this exercise is to understand Markov Decision Processes using the Value Iteration algorithm.\n\nThe problem statements have been mentioned in [Assignment.pdf](https://github.com/codelixir/value-iteration/blob/main/Assignment.pdf). Task 2 is similar to Task 1, but with the subtasks having a very little variation from the problem in Task 1.\n\nThe [notebook](https://github.com/codelixir/value-iteration/blob/main/valueiteration.ipynb) has the code for the main task (Task 1). The scripts for each task are in the [code](https://github.com/codelixir/value-iteration/tree/main/code) directory, with each file having a variation of a small number of lines from each other. The trace files generated from these scripts are stored in [outputs](https://github.com/codelixir/value-iteration/tree/main/outputs). The [report](https://github.com/codelixir/value-iteration/tree/main/report) analyses the algorithm, our approach and the outputs.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodelixir%2Fvalue-iteration","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcodelixir%2Fvalue-iteration","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodelixir%2Fvalue-iteration/lists"}