{"id":"W4404875905","doi":"10.1016/j.arcontrol.2024.100983","title":"Survey of distributed algorithms for resource allocation over multi-agent systems","year":2024,"lang":"en","type":"article","venue":"Annual Reviews in Control","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Distributed computing; Multi-agent system; Resource allocation; Resource (disambiguation); Algorithm; Artificial intelligence; Computer network","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002283015,0.001562892,0.00243029,0.001513818,0.0007724565,0.003018879,0.003129263,0.001944305,0.002709801],"category_scores_gemma":[0.004195352,0.0008518598,0.0008178638,0.004327147,0.001139878,0.002921303,0.001636995,0.002512747,0.001411319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587378,"about_ca_system_score_gemma":0.002087038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002180381,"about_ca_topic_score_gemma":0.001448022,"domain_scores_codex":[0.9981036,0.0005118939,0.0001849077,0.0003762871,0.0006922663,0.0001310175],"domain_scores_gemma":[0.9980919,0.001131471,0.00008323128,0.0002467972,0.0003789414,0.00006762062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001353472,0.0001835685,0.0004955371,0.002816883,0.0001587184,0.00005324118,0.00007365551,0.1077073,0.001689326,0.1109674,0.01788323,0.7578357],"study_design_scores_gemma":[0.0001625918,0.0002382003,0.0007811891,0.001102831,0.0001793246,0.0004384809,0.0001052809,0.5237416,0.002851433,0.2009841,0.2693277,0.00008722963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.001999765,0.2420071,0.7425398,0.001965842,0.001087129,0.00009356649,0.00008304146,0.0005157165,0.009708064],"genre_scores_gemma":[0.1079239,0.4345276,0.4402709,0.001600132,0.004660936,0.0004266748,0.0006330952,0.0003433772,0.009613314],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003129263,"threshold_uncertainty_score":0.01207393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06025869519035536,"score_gpt":0.3361410697395906,"score_spread":0.2758823745492352,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}