Class information for:
Level 1: ADAPTIVE DYNAMIC PROGRAMMING//ADAPTIVE DYNAMIC PROGRAMMING ADP//APPROXIMATE DYNAMIC PROGRAMMING

Basic class information
Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
22 4 AUTOMATION & CONTROL SYSTEMS//ENGINEERING, CIVIL//ACOUSTICS 457813
58 3       ROBOTICS//AUTOMATION & CONTROL SYSTEMS//JOURNAL OF GUIDANCE CONTROL AND DYNAMICS 94289
359 2             AUTOMATION & CONTROL SYSTEMS//NONLINEAR SYSTEMS//ADAPTIVE CONTROL 17903
11924 1                   ADAPTIVE DYNAMIC PROGRAMMING//ADAPTIVE DYNAMIC PROGRAMMING ADP//APPROXIMATE DYNAMIC PROGRAMMING 972

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ADAPTIVE DYNAMIC PROGRAMMING authKW 3344198 12% 90% 114
2 ADAPTIVE DYNAMIC PROGRAMMING ADP authKW 1699070 6% 92% 57
3 APPROXIMATE DYNAMIC PROGRAMMING authKW 1542299 12% 41% 115
4 ADAPTIVE CRITIC DESIGNS authKW 1441622 5% 91% 49
5 STATE MANAGEMENT CONTROL COMPLEX SYST address 848463 12% 22% 117
6 APPROXIMATE DYNAMIC PROGRAMMING ADP authKW 561984 3% 67% 26
7 ADAPTIVE CRITIC authKW 447283 3% 53% 26
8 REINFORCEMENT LEARNING authKW 365130 17% 7% 169
9 POLICY ITERATION authKW 308921 4% 26% 36
10 REINFORCEMENT LEARNING RL authKW 278158 3% 28% 31

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Automation & Control Systems 40902 43% 0% 416
2 Computer Science, Artificial Intelligence 16333 34% 0% 332
3 Computer Science, Cybernetics 6939 8% 0% 78
4 Engineering, Electrical & Electronic 3732 37% 0% 362
5 Computer Science, Hardware & Architecture 1756 8% 0% 76
6 Computer Science, Theory & Methods 1443 11% 0% 108
7 Operations Research & Management Science 795 7% 0% 67
8 Robotics 542 2% 0% 22
9 Instruments & Instrumentation 404 7% 0% 70
10 Mathematics, Applied 282 8% 0% 78

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STATE MANAGEMENT CONTROL COMPLEX SYST 848463 12% 22% 117
2 UTA 145291 1% 41% 11
3 PL MECH ROBOT 115794 1% 71% 5
4 AUTOMAT ELECT ENGN 107411 5% 7% 50
5 ELECT COMP BIOMED ENGN 91033 4% 8% 35
6 CONTROL DYNAM SYST COMPUTAT CCDC 89781 1% 46% 6
7 OCEAN ENGN STATE 64846 0% 100% 2
8 IMS MALIS GRP 58359 0% 60% 3
9 CONTROL NETWORKS 51872 0% 40% 4
10 TEAM SEQUEL 48632 0% 50% 3

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 144563 8% 6% 74
2 IEEE TRANSACTIONS ON CYBERNETICS 27400 3% 3% 32
3 AUTOMATICA 14304 6% 1% 60
4 INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL 11814 3% 1% 29
5 IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 11765 3% 1% 27
6 NEUROCOMPUTING 11730 6% 1% 61
7 IEEE TRANSACTIONS ON AUTOMATIC CONTROL 9499 6% 1% 58
8 IEEE TRANSACTIONS ON NEURAL NETWORKS 8765 3% 1% 28
9 MACHINE LEARNING 7391 2% 1% 17
10 INTERNATIONAL JOURNAL OF CONTROL 6331 4% 1% 36

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 ADAPTIVE DYNAMIC PROGRAMMING 3344198 12% 90% 114 Search ADAPTIVE+DYNAMIC+PROGRAMMING Search ADAPTIVE+DYNAMIC+PROGRAMMING
2 ADAPTIVE DYNAMIC PROGRAMMING ADP 1699070 6% 92% 57 Search ADAPTIVE+DYNAMIC+PROGRAMMING+ADP Search ADAPTIVE+DYNAMIC+PROGRAMMING+ADP
3 APPROXIMATE DYNAMIC PROGRAMMING 1542299 12% 41% 115 Search APPROXIMATE+DYNAMIC+PROGRAMMING Search APPROXIMATE+DYNAMIC+PROGRAMMING
4 ADAPTIVE CRITIC DESIGNS 1441622 5% 91% 49 Search ADAPTIVE+CRITIC+DESIGNS Search ADAPTIVE+CRITIC+DESIGNS
5 APPROXIMATE DYNAMIC PROGRAMMING ADP 561984 3% 67% 26 Search APPROXIMATE+DYNAMIC+PROGRAMMING+ADP Search APPROXIMATE+DYNAMIC+PROGRAMMING+ADP
6 ADAPTIVE CRITIC 447283 3% 53% 26 Search ADAPTIVE+CRITIC Search ADAPTIVE+CRITIC
7 REINFORCEMENT LEARNING 365130 17% 7% 169 Search REINFORCEMENT+LEARNING Search REINFORCEMENT+LEARNING
8 POLICY ITERATION 308921 4% 26% 36 Search POLICY+ITERATION Search POLICY+ITERATION
9 REINFORCEMENT LEARNING RL 278158 3% 28% 31 Search REINFORCEMENT+LEARNING+RL Search REINFORCEMENT+LEARNING+RL
10 NEURO DYNAMIC PROGRAMMING 234238 2% 43% 17 Search NEURO+DYNAMIC+PROGRAMMING Search NEURO+DYNAMIC+PROGRAMMING

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.

Classes with closest relation at Level 1


rank cluster_id2 link
1 10428 REINFORCEMENT LEARNING//MULTIAGENT LEARNING//Q LEARNING
2 33082 MATRIX RICCATI DIFFERENTIAL EQUATION//ANT COLONY PROGRAMMING//SDRE
3 34258 ROBUST RIGHT COPRIME FACTORIZATION//ROBUST RIGHT COPRIME FACTORISATION//SHANDONG PROV ROBOT MFG AUTOMAT TECHNOL
4 24332 ITERATIVE FEEDBACK TUNING//DATA DRIVEN CONTROL//VIRTUAL REFERENCE FEEDBACK TUNING
5 2094 ADAPTIVE CONTROL//ADAPTIVE FUZZY CONTROL//BACKSTEPPING
6 25360 RISK SENSITIVE FILTERS//WITSENHAUSEN COUNTEREXAMPLE//RISK SENSITIVE ESTIMATION
7 3856 INPUT TO STATE STABILITY//CONTROL LYAPUNOV FUNCTION//ADDING A POWER INTEGRATOR
8 3010 PARAMETER DEPENDENT LYAPUNOV FUNCTION//LINEAR PARAMETER VARYING SYSTEMS//AUTOMATION & CONTROL SYSTEMS
9 24907 BILINEAR SYSTEMS//HOMOGENEOUS BILINEAR SYSTEM//DISTRIBUTED BILINEAR SYSTEMS
10 12081 STOCHASTIC APPROXIMATION//PERFORMANCE POTENTIAL//GRADIENT ESTIMATION

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