Class information for:
Level 3: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//REINFORCEMENT LEARNING//ICCA JOURNAL

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
532 19644 29.7 33%


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
1 4 ECONOMICS//EDUCATION & EDUCATIONAL RESEARCH//PSYCHOL 3876184
532 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//REINFORCEMENT LEARNING//ICCA JOURNAL 19644
1047 2             ICCA JOURNAL//REINFORCEMENT LEARNING//ICGA JOURNAL 10100
2224 2             INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS//HUMAN ROBOT INTERACTION//CHARACTER ANIMATION 4797
3182 2             SECRETARY PROBLEM//OPTIMAL STATIONARY POLICY//BEST CHOICE PROBLEM 2129
3282 2             TURNPIKE PROPERTY//INFINITE HORIZON PROBLEMS//GOOD FUNCTION 1894
3976 2             PREDICTION WITH EXPERT ADVICE//GAME THEORETIC PROBABILITY//REGRET MINIMIZATION 724

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class
1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE WoSSC 422267 44% 3% 6525
2 REINFORCEMENT LEARNING authKW 414999 5% 29% 694
3 ICCA JOURNAL journal 402961 1% 98% 201
4 CHARACTER ANIMATION authKW 385443 2% 74% 82
5 ICGA JOURNAL journal 371175 1% 91% 198
6 ROBOTICS WoSSC 293786 13% 8% 1919
7 HUMAN ROBOT INTERACTION authKW 284740 2% 41% 340
8 INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS journal 246651 1% 60% 200
9 UNCANNY VALLEY authKW 236217 1% 81% 46
10 IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES journal 222417 1% 70% 154

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class
1 Computer Science, Artificial Intelligence 422267 44% 3% 6525
2 Robotics 293786 13% 8% 1919
3 Computer Science, Software Engineering 79007 17% 2% 2546
4 Computer Science, Theory & Methods 66978 19% 1% 2803
5 Computer Science, Cybernetics 65557 6% 4% 933
6 Automation & Control Systems 39157 11% 1% 1621
7 Operations Research & Management Science 28731 10% 1% 1534
8 Computer Science, Information Systems 11981 8% 1% 1173
9 Mathematics, Applied 8397 11% 0% 1575
10 Ergonomics 4511 2% 1% 255

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class
1 PL TECHNOL NEUROPSYCHOL 113597 1% 37% 48
2 COMP SCI 89480 18% 2% 2608
3 INTELLIGENT ROBOT COMMUN S 78187 1% 47% 26
4 HIROSHI ISHIGURO 53027 0% 83% 10
5 AD T SYST GRP 50291 0% 50% 49
6 LOG SYST 47936 0% 57% 41
7 SPERIMENTALE RIC PSICOL 40724 0% 80% 8
8 ESTADIST CALCULO 40180 0% 65% 30
9 INTELLIGENT ROBOT COMMUN 38182 0% 100% 6
10 ROBOT MULTIBODY MECH GRP 37780 0% 42% 14

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ICCA JOURNAL 402961 1% 98% 201
2 ICGA JOURNAL 371175 1% 91% 198
3 INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS 246651 1% 60% 200
4 IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES 222417 1% 70% 154
5 ARTIFICIAL LIFE 147431 1% 41% 177
6 ARTIFICIAL INTELLIGENCE 128873 3% 17% 379
7 PRESENCE-TELEOPERATORS AND VIRTUAL ENVIRONMENTS 126956 2% 28% 224
8 JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH 117979 2% 25% 226
9 ROBOTICS AND AUTONOMOUS SYSTEMS 114214 2% 16% 351
10 LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 111198 6% 6% 949

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 REINFORCEMENT LEARNING 414999 5% 29% 694 Search REINFORCEMENT+LEARNING Search REINFORCEMENT+LEARNING
2 CHARACTER ANIMATION 385443 2% 74% 82 Search CHARACTER+ANIMATION Search CHARACTER+ANIMATION
3 HUMAN ROBOT INTERACTION 284740 2% 41% 340 Search HUMAN+ROBOT+INTERACTION Search HUMAN+ROBOT+INTERACTION
4 UNCANNY VALLEY 236217 1% 81% 46 Search UNCANNY+VALLEY Search UNCANNY+VALLEY
5 DISTRIBUTED VIRTUAL ENVIRONMENTS 217877 1% 80% 43 Search DISTRIBUTED+VIRTUAL+ENVIRONMENTS Search DISTRIBUTED+VIRTUAL+ENVIRONMENTS
6 EVOLUTIONARY ROBOTICS 196114 1% 73% 130 Search EVOLUTIONARY+ROBOTICS Search EVOLUTIONARY+ROBOTICS
7 SECOND LIFE 185147 2% 37% 78 Search SECOND+LIFE Search SECOND+LIFE
8 MARKOV DECISION PROCESSES 182191 1% 40% 222 Search MARKOV+DECISION+PROCESSES Search MARKOV+DECISION+PROCESSES
9 PRESENCE 151002 2% 24% 100 Search PRESENCE Search PRESENCE
10 FEAR OF FLYING 137140 1% 86% 25 Search FEAR+OF+FLYING Search FEAR+OF+FLYING

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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 SILVER, D , HUANG, A , MADDISON, CJ , GUEZ, A , SIFRE, L , VAN DEN DRIESSCHE, G , SCHRITTWIESER, J , ANTONOGLOU, I , PANNEERSHELVAM, V , LANCTOT, M , ET AL (2016) MASTERING THE GAME OF GO WITH DEEP NEURAL NETWORKS AND TREE SEARCH.NATURE. VOL. 529. ISSUE 7587. P. 484 -+ 18 90% 120
2 HARTMAN, JC , TAN, CH , (2014) EQUIPMENT REPLACEMENT ANALYSIS: A LITERATURE REVIEW AND DIRECTIONS FOR FUTURE RESEARCH.ENGINEERING ECONOMIST. VOL. 59. ISSUE 2. P. 136 -153 71 90% 6
3 BRAMBILLA, M , FERRANTE, E , BIRATTARI, M , DORIGO, M , (2013) SWARM ROBOTICS: A REVIEW FROM THE SWARM ENGINEERING PERSPECTIVE.SWARM INTELLIGENCE. VOL. 7. ISSUE 1. P. 1 -41 60 66% 109
4 BAYINDIR, L , (2016) A REVIEW OF SWARM ROBOTICS TASKS.NEUROCOMPUTING. VOL. 172. ISSUE . P. 292 -321 48 72% 5
5 BROWNE, CB , POWLEY, E , WHITEHOUSE, D , LUCAS, SM , COWLING, PI , ROHLFSHAGEN, P , TAVENER, S , PEREZ, D , SAMOTHRAKIS, S , COLTON, S , (2012) A SURVEY OF MONTE CARLO TREE SEARCH METHODS.IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES. VOL. 4. ISSUE 1. P. 1 -43 31 94% 182
6 CUMMINGS, JJ , BAILENSON, JN , (2016) HOW IMMERSIVE IS ENOUGH? A META-ANALYSIS OF THE EFFECT OF IMMERSIVE TECHNOLOGY ON USER PRESENCE.MEDIA PSYCHOLOGY. VOL. 19. ISSUE 2. P. 272 -309 55 71% 1
7 SILVA, F , DUARTE, M , CORREIA, L , OLIVEIRA, SM , CHRISTENSEN, AL , (2016) OPEN ISSUES IN EVOLUTIONARY ROBOTICS.EVOLUTIONARY COMPUTATION. VOL. 24. ISSUE 2. P. 205 -236 54 75% 0
8 DE CARVALHO, MR , FREIRE, RC , NARDI, AE , (2010) VIRTUAL REALITY AS A MECHANISM FOR EXPOSURE THERAPY.WORLD JOURNAL OF BIOLOGICAL PSYCHIATRY. VOL. 11. ISSUE 2. P. 220-230 52 84% 13
9 BUSONIU, L , BABUSKA, R , DE SCHUTTER, B , (2008) A COMPREHENSIVE SURVEY OF MULTIAGENT REINFORCEMENT LEARNING.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS. VOL. 38. ISSUE 2. P. 156 -172 32 91% 262
10 GOSAVI, A , (2009) REINFORCEMENT LEARNING: A TUTORIAL SURVEY AND RECENT ADVANCES.INFORMS JOURNAL ON COMPUTING. VOL. 21. ISSUE 2. P. 178 -192 48 81% 35

Classes with closest relation at Level 3


Rank Class id link
1 624 BRITISH TELECOMMUNICATIONS ENGINEERING//IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING//SPEECH ENHANCEMENT
2 310 INFORMATION SCIENCE & LIBRARY SCIENCE//INFORMATION & MANAGEMENT//GOVERNMENT INFORMATION QUARTERLY
3 241 ROBOTICS//MECHANISM AND MACHINE THEORY//ENGINEERING, MECHANICAL
4 26 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING
5 211 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING
6 20 COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, SOFTWARE ENGINEERING
7 265 ENGINEERING, MANUFACTURING//DISCRETE EVENT SYSTEMS//OPERATIONS RESEARCH & MANAGEMENT SCIENCE
8 162 TRAUMATIC BRAIN INJURY//CONCEALED INFORMATION TEST//CONCUSSION
9 421 ERGONOMICS//HUMAN FACTORS//IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
10 102 EDUCATION & EDUCATIONAL RESEARCH//EDUCATION, SCIENTIFIC DISCIPLINES//JOURNAL OF CHEMICAL EDUCATION

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