{"id":"W2069302610","doi":"10.3182/20110828-6-it-1002.02310","title":"Stochastic Optimal Control Subject to Ambiguity","year":2011,"lang":"en","type":"article","venue":"IFAC Proceedings Volumes","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ambiguity; Stochastic control; State space; Optimal control; Subject (documents); Mathematical optimization; Control (management); Continuous-time stochastic process; Mathematics; Stochastic modelling; Stochastic process; State (computer science); Computer science; Stochastic programming; Stochastic optimization; Control theory (sociology); Artificial intelligence; Algorithm; Statistics","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":[0.002363981,0.001599129,0.003111112,0.0009555825,0.0007303686,0.002846642,0.001368249,0.002194605,0.002889324],"category_scores_gemma":[0.01252562,0.001025504,0.0008909543,0.00124334,0.003476568,0.001691423,0.003249748,0.002213099,0.0002665859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002486065,"about_ca_system_score_gemma":0.002625242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007100777,"about_ca_topic_score_gemma":0.002908003,"domain_scores_codex":[0.9986129,0.0005332091,0.00005824101,0.0002286148,0.0004053313,0.0001617539],"domain_scores_gemma":[0.9954789,0.003088595,0.0004793082,0.0001909689,0.0005718819,0.0001903032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001063068,0.00002768049,0.0001798709,0.0001295935,0.00007019049,0.000108056,0.00009025952,0.5428093,0.0006611511,0.4469486,0.001977037,0.006891962],"study_design_scores_gemma":[0.00002398551,0.00002240767,0.0001144156,0.00001520719,0.000008307,0.00001620587,0.0000124352,0.8782838,0.0001005995,0.1207357,0.0006521652,0.00001472033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03967782,0.00303834,0.9247361,0.003638322,0.0007686708,0.00006402673,0.0001886594,0.0001402522,0.02774783],"genre_scores_gemma":[0.9345524,0.002335207,0.03408761,0.0004392099,0.001073802,0.0002699185,0.000242842,0.0001272949,0.02687152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007100777,"threshold_uncertainty_score":0.01803774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556168473727519,"score_gpt":0.1985377367427219,"score_spread":0.1829760520054467,"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."}}