Class information for: |
Basic class information |
ID | Publications | Average number of references |
Avg. shr. active ref. in WoS |
---|---|---|---|
1992 | 5055 | 26.4 | 30% |
Classes in level above (level 3) |
ID, lev. above |
Publications | Label for level above |
---|---|---|
186 | 51139 | ARTIFICIAL INTELLIGENCE//ICCA JOURNAL//ICGA JOURNAL |
Classes in level below (level 1) |
ID, lev. below | Publications | Label for level below |
---|---|---|
6683 | 1382 | REINFORCEMENT LEARNING//ADAPTIVE DYNAMIC PROGRAMMING//APPROXIMATE DYNAMIC PROGRAMMING |
9109 | 1121 | JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH//AUTOMATED PLANNING//DOMAIN INDEPENDENT PLANNING |
10907 | 957 | ICCA JOURNAL//ICGA JOURNAL//MONTE CARLO TREE SEARCH MCTS |
17287 | 543 | GITTINS INDEX//EULER DISTRIBUTION//HEINE DISTRIBUTION |
19191 | 451 | 15 PUZZLE//PATTERN DATABASES//SLIDING TILE PUZZLES |
22955 | 307 | POINT BASED VALUE ITERATION//PREDICTIVE STATE REPRESENTATIONS//POMDP |
23337 | 294 | SPRAGUE GRUNDY FUNCTION//IMPARTIAL GAME//WYTHOFFS GAME |
Terms with highest relevance score |
Rank | Term | Type of term | Relevance score (tfidf) |
Class's shr. of term's tot. occurrences |
Shr. of publ. in class containing term |
Num. of publ. in class |
---|---|---|---|---|---|---|
1 | ICCA JOURNAL | Journal | 509 | 92% | 4% | 200 |
2 | ICGA JOURNAL | Journal | 448 | 91% | 4% | 185 |
3 | REINFORCEMENT LEARNING | Author keyword | 87 | 15% | 10% | 528 |
4 | ADAPTIVE DYNAMIC PROGRAMMING | Author keyword | 65 | 64% | 1% | 64 |
5 | JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH | Journal | 56 | 25% | 4% | 197 |
6 | ARTIFICIAL INTELLIGENCE | Journal | 48 | 14% | 6% | 313 |
7 | APPROXIMATE DYNAMIC PROGRAMMING | Author keyword | 43 | 37% | 2% | 94 |
8 | MONTE CARLO TREE SEARCH MCTS | Author keyword | 41 | 100% | 0% | 15 |
9 | GITTINS INDEX | Author keyword | 40 | 61% | 1% | 43 |
10 | ADAPTIVE DYNAMIC PROGRAMMING ADP | Author keyword | 31 | 76% | 0% | 22 |
Web of Science journal categories |
Author Key Words |
Key Words Plus |
Rank | Web of Science journal category | Relevance score (tfidf) |
Class's shr. of term's tot. occurrences |
Shr. of publ. in class containing term |
Num. of publ. in class |
---|---|---|---|---|---|
1 | HEURISTIC SEARCH | 66 | 43% | 2% | 118 |
2 | CRITIC DESIGNS | 45 | 90% | 0% | 19 |
3 | ADAPTIVE OPTIMAL CONTROL | 31 | 92% | 0% | 12 |
4 | ADAPTIVE CRITIC DESIGNS | 28 | 55% | 1% | 35 |
5 | BANDIT PROCESSES | 23 | 86% | 0% | 12 |
6 | OPTIMAL TRACKING CONTROL | 23 | 76% | 0% | 16 |
7 | DYNAMIC ALLOCATION INDEXES | 21 | 78% | 0% | 14 |
8 | TDLAMBDA | 21 | 75% | 0% | 15 |
9 | COMPUTER GO | 17 | 51% | 0% | 24 |
10 | CONSPIRACY NUMBERS | 17 | 75% | 0% | 12 |
Journals |
Rank | Web of Science journal category | Relevance score (tfidf) |
Class's shr. of term's tot. occurrences |
Shr. of publ. in class containing term |
Num. of publ. in class |
---|---|---|---|---|---|
1 | ICCA JOURNAL | 509 | 92% | 4% | 200 |
2 | ICGA JOURNAL | 448 | 91% | 4% | 185 |
3 | JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH | 56 | 25% | 4% | 197 |
4 | ARTIFICIAL INTELLIGENCE | 48 | 14% | 6% | 313 |
5 | IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES | 30 | 37% | 1% | 66 |
6 | AI MAGAZINE | 9 | 11% | 2% | 76 |
7 | AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS | 6 | 12% | 1% | 46 |
Reviews |
Title | Publ. year | Cit. | Active references |
% act. ref. to same field |
---|---|---|---|---|
Reinforcement learning: A survey | 1996 | 1411 | 16 | 75% |
A comprehensive survey of multiagent reinforcement learning | 2008 | 176 | 35 | 83% |
Adaptive Dynamic Programming: An Introduction | 2009 | 99 | 56 | 75% |
Transfer Learning for Reinforcement Learning Domains: A Survey | 2009 | 84 | 26 | 81% |
Decision-theoretic planning: Structural assumptions and computational leverage | 1999 | 250 | 27 | 63% |
Cooperative multi-agent learning: The state of the art | 2005 | 198 | 35 | 26% |
Computer go: An AI oriented survey | 2001 | 70 | 27 | 96% |
Reinforcement learning and optimal adaptive control: An overview and implementation examples | 2012 | 10 | 29 | 83% |
Games solved: Now and in the future | 2002 | 64 | 33 | 100% |
Reinforcement learning in robotics: A survey | 2013 | 13 | 52 | 38% |
Address terms |
Rank | Address term | Relevance score (tfidf) |
Class's shr. of term's tot. occurrences |
Shr. of publ. in class containing term |
Num. of publ. in class |
---|---|---|---|---|---|
1 | GAMES AI GRP | 20 | 100% | 0.2% | 9 |
2 | STATE MANAGEMENT CONTROL COMPLEX SYST | 15 | 22% | 1.2% | 60 |
3 | KNOWLEDGE AGENT TECHNOL | 14 | 57% | 0.3% | 16 |
4 | SEQUEL PROJECT | 9 | 67% | 0.2% | 8 |
5 | IKAT | 5 | 38% | 0.2% | 11 |
6 | PL MECH ROBOT | 4 | 67% | 0.1% | 4 |
7 | TEAM SEQUEL | 4 | 75% | 0.1% | 3 |
8 | UTA | 4 | 56% | 0.1% | 5 |
9 | COMPUTAT LEARNING | 3 | 33% | 0.2% | 8 |
10 | NAVY PL AI | 3 | 60% | 0.1% | 3 |
Related classes at same level (level 2) |
Rank | Relatedness score | Related classes |
---|---|---|
1 | 0.0000020142 | INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS//HUMAN ROBOT INTERACTION//CHARACTER ANIMATION |
2 | 0.0000018428 | ROBOTICS//ROBOTICS AND AUTONOMOUS SYSTEMS//MOBILE ROBOTS |
3 | 0.0000016117 | AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS//MULTI AGENT SYSTEMS//AUTOMATED NEGOTIATIONS |
4 | 0.0000014729 | RANKING AND SELECTION//OPTIMIZATION VIA SIMULATION//RARE EVENT SIMULATION |
5 | 0.0000012483 | NONMONOTONIC REASONING//ANSWER SET PROGRAMMING//DEFAULT LOGIC |
6 | 0.0000012073 | CASE BASED REASONING//IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS//QUALITATIVE REASONING |
7 | 0.0000011943 | CONSTRAINTS//INDUCTIVE INFERENCE//PAC LEARNING |
8 | 0.0000009844 | EVOLUTIONARY COMPUTATION//IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION//EVOLUTIONARY ALGORITHMS |
9 | 0.0000009575 | LEARNING AUTOMATA//DATA BROADCAST//WIRELESS DATA BROADCASTING |
10 | 0.0000007094 | SECRETARY PROBLEM//BEST CHOICE PROBLEM//PROPHET INEQUALITY |