{"id":"W2782965003","doi":"10.1109/cdc.2017.8264339","title":"Continuous-time distributed dynamics for Nash equilibrium over networks via a passivity-based control approach","year":2017,"lang":"en","type":"article","venue":"","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nash equilibrium; Computer science; Monotonic function; Subspace topology; Graph; Mathematical optimization; Best response; Theoretical computer science; Mathematics; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001006664,0.000520398,0.0009097182,0.00009027714,0.0006143903,0.001889405,0.003447813,0.0003308939,0.00002019398],"category_scores_gemma":[0.0003247623,0.0004695064,0.0004566083,0.0001626518,0.0001833127,0.001033838,0.0003068231,0.0002601918,0.00005238609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724987,"about_ca_system_score_gemma":0.0001511487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001674121,"about_ca_topic_score_gemma":0.000043439,"domain_scores_codex":[0.9963357,0.0001916796,0.0007006521,0.001078232,0.0005280666,0.001165648],"domain_scores_gemma":[0.9951144,0.0004961241,0.0007956,0.002844688,0.0003787977,0.0003703641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002818531,0.007657085,0.1012257,0.001031957,0.004462974,0.0003470707,0.0002287871,0.256222,0.01844108,0.3281211,0.1660507,0.113393],"study_design_scores_gemma":[0.007336749,0.0001318978,0.005349477,0.00002826626,0.00006119423,0.00000770385,0.000004036325,0.983727,0.00008516206,0.0002802356,0.002408347,0.0005799013],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001290909,0.00003720445,0.9906586,0.001620107,0.0008776252,0.002090293,0.0007303919,0.0006579749,0.002036919],"genre_scores_gemma":[0.9887062,2.86212e-7,0.008574743,0.0004444588,0.0002947459,0.0004557412,0.0006209153,0.00004812032,0.0008547445],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9874153,"threshold_uncertainty_score":0.9997756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009426402690502867,"score_gpt":0.2323398598423677,"score_spread":0.2229134571518648,"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."}}