{"id":"W2034217237","doi":"10.1145/2668956.2668963","title":"On designing migrating agents","year":2014,"lang":"en","type":"article","venue":"","topic":"Reinforcement Learning in Robotics","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Human–computer interaction; Autonomous agent; Architecture; Distributed computing; Robot; Multi-agent system; Testbed; Avatar; Agent architecture; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001431958,0.0008268475,0.0004093132,0.0003508309,0.001040447,0.001305413,0.001468273,0.00110809,0.002207995],"category_scores_gemma":[0.004499518,0.0004887035,0.0005975199,0.0003105785,0.001656167,0.002106203,0.002609205,0.001217506,0.0006434728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005707317,"about_ca_system_score_gemma":0.001024404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277673,"about_ca_topic_score_gemma":0.001811413,"domain_scores_codex":[0.9992231,0.0002671826,0.00006274123,0.0001688827,0.0001826223,0.00009543075],"domain_scores_gemma":[0.9989153,0.0003303329,0.0001683565,0.0002885961,0.0001887058,0.0001086084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001959785,0.0002158334,0.004759357,0.001016588,0.0001204303,0.0007451532,0.00330665,0.3125817,0.03948077,0.3172983,0.005499852,0.3147794],"study_design_scores_gemma":[0.0001330131,0.000567337,0.001141654,0.0004023987,0.0001615631,0.0009463867,0.001384903,0.5922651,0.02855603,0.217948,0.1564172,0.00007636935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02527603,0.0005288938,0.9612815,0.0005721117,0.0001160864,0.0002312711,0.00002398786,0.0006258184,0.01134428],"genre_scores_gemma":[0.2524955,0.001055171,0.7372439,0.0003445121,0.00004176409,0.0004394695,0.0001103811,0.0002533911,0.008015855],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002207995,"threshold_uncertainty_score":0.007573009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156622164906063,"score_gpt":0.2501535984988096,"score_spread":0.228587376849749,"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."}}