{"id":"W7127144617","doi":"10.1109/icaaid68975.2025.11358227","title":"A Brief Review on Quantum-Based Control Strategies for Robotic Systems","year":2025,"lang":"","type":"article","venue":"","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reinforcement learning; Quantum; Robot; Automation; Realization (probability); Convergence (economics); Implementation; Robotics; Principal (computer security); Quantum computer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003517601,0.0009386645,0.000908549,0.001119273,0.0004353095,0.001134986,0.000866085,0.001359641,0.006388605],"category_scores_gemma":[0.0006102412,0.0004261459,0.0006455794,0.001280481,0.000748213,0.001774755,0.0006973665,0.001298789,0.002194524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007069501,"about_ca_system_score_gemma":0.0007750423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009845447,"about_ca_topic_score_gemma":0.0009362212,"domain_scores_codex":[0.999767,0.00004084085,0.00002884583,0.00004674476,0.00009708414,0.00001944164],"domain_scores_gemma":[0.9997905,0.0001192253,0.00002234551,0.00001494682,0.00004371528,0.000009359787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006028147,0.0001002951,0.0002484621,0.01415072,0.0001312561,0.0004205113,0.0002784626,0.02828262,0.009226721,0.3329673,0.04009611,0.5740372],"study_design_scores_gemma":[0.00001415315,0.0001932114,0.0003721045,0.00203901,0.00007065016,0.0005573849,0.00006730039,0.01407295,0.001946246,0.081674,0.898928,0.00006505272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001341869,0.8928133,0.0680171,0.001801553,0.001540197,0.00006717926,0.000135217,0.0001676207,0.03411603],"genre_scores_gemma":[0.02941268,0.9343814,0.02248424,0.001198214,0.002065284,0.0002048122,0.0001923724,0.00006361368,0.009997386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006388605,"threshold_uncertainty_score":0.02137202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654324066458923,"score_gpt":0.2752413972364849,"score_spread":0.2586981565718957,"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."}}