{"id":27840552,"url":"https://github.com/stevenjson/ensemble-evo","last_synced_at":"2025-08-12T01:15:09.661Z","repository":{"id":70787382,"uuid":"126021083","full_name":"stevenjson/ensemble-evo","owner":"stevenjson","description":"Final Project for CSE 812","archived":false,"fork":false,"pushed_at":"2018-06-26T13:29:19.000Z","size":483,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-05-03T03:55:54.515Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/stevenjson.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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}},"created_at":"2018-03-20T13:23:20.000Z","updated_at":"2018-06-26T13:29:21.000Z","dependencies_parsed_at":"2023-02-23T03:16:25.221Z","dependency_job_id":null,"html_url":"https://github.com/stevenjson/ensemble-evo","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/stevenjson/ensemble-evo","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stevenjson%2Fensemble-evo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stevenjson%2Fensemble-evo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stevenjson%2Fensemble-evo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stevenjson%2Fensemble-evo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/stevenjson","download_url":"https://codeload.github.com/stevenjson/ensemble-evo/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stevenjson%2Fensemble-evo/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":269982673,"owners_count":24507438,"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":"2025-08-11T02:00:10.019Z","response_time":75,"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":"2025-05-03T03:55:53.247Z","updated_at":"2025-08-12T01:15:09.615Z","avatar_url":"https://github.com/stevenjson.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"CSE 812 Final Project - Evolution of Distributed Othello Players\n==================================================================\n\nAuthors: Steven Jorgensen and Olive Miller\n\nNOTE:    A unix environment is required to run this project. Please make sure you have G++ 5.4 or above installed.\n         Please make sure you have python 3.6 or above installed.\n\nDirectory Structure\n--------------------\n\nEmpirical - Software library needed for the project, developed by Dr. Charles Ofria and collaborators\n\nensemble-evo - The main directory for our project code\n\nEvolved_Agents - All of the data from the evolution runs. Individual runs have their own directory labeled as follows: REPx_Sy_GENz_seed where:\n                x = Representation used (e.g. REP0), y = selection method used (e.g. S1), z = number of generation run for (e.g. GEN2000), and seed = the random seed used\n\nTransitiveGroupIndividuals - The selected evolved individual agents that are used to seed the group evolution of Transitive Group Evolution\n\n\nHow to Run\n------------\n\nFor generating the results from the competition you will need to do the following:\n\n1. cd into the ensemble-evo directory\n2. run the following command: make\n3. once the project is compiled, run: python3 compete.py\n\nThe agents will begin to compete, and when it finishes, there will be a file called \"compete_results.csv\" created containing the results.\n\n\nFor running the code to evolve the agents, you will need to do the following:\n\n1. cd into the ensemble-evo directory\n2. run the following command: make\n3. the command to start the evolution is as follows:\n    ./ensemble -RANDOM_SEED [seed] -REPRESENTATION [rep] -SELECTION_METHOD [s] -ANCESTOR_FPATH [anc_fpath] -GENERATIONS [gens]\n\n    where:\n    seed = the desired random seed\n\n    rep = the representation to use. 0 = individual, 1 = group, 2 = group with communication\n\n    s = selection method to use. 0 = tournament, 1 = lexicase\n\n    anc_fpath = file path to ancestor program. \"ancestor.gp\" for individual runs, \"ancestor_group.gp\" for ensemble runs\n\n    gens = number of generations to evolve for, default is 2000\n\n4. Once the code is done running, the following files will be generated:\n\n    fitness.csv - the fitness results for the run\n\n    best_phenotype.csv - the scores from the best agent against each of the heuristic functions\n\n    pop_0/ - a directory which holds a snapshot of the genomes of the starting population\n\n    pop_1000/ - a directory which holds a snapshot of the population genomes after 1000 generations NOTE: File will not be generated if it evolves for less generations than 1000\n\n    pop_2000/ - same as above, but after 2000 generations NOTE: File will not be generated if it evolves for less generations than 2000","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstevenjson%2Fensemble-evo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstevenjson%2Fensemble-evo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstevenjson%2Fensemble-evo/lists"}