Peter Vamplew

4.6k total citations · 2 hit papers
79 papers, 2.4k citations indexed

About

Peter Vamplew is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Information Systems. According to data from OpenAlex, Peter Vamplew has authored 79 papers receiving a total of 2.4k indexed citations (citations by other indexed papers that have themselves been cited), including 50 papers in Artificial Intelligence, 13 papers in Computational Theory and Mathematics and 12 papers in Information Systems. Recurrent topics in Peter Vamplew's work include Reinforcement Learning in Robotics (20 papers), Evolutionary Algorithms and Applications (10 papers) and Advanced Multi-Objective Optimization Algorithms (9 papers). Peter Vamplew is often cited by papers focused on Reinforcement Learning in Robotics (20 papers), Evolutionary Algorithms and Applications (10 papers) and Advanced Multi-Objective Optimization Algorithms (9 papers). Peter Vamplew collaborates with scholars based in Australia, United States and Chile. Peter Vamplew's co-authors include Iqbal Gondal, Joarder Kamruzzaman, Ansam Khraisat, Richard Dazeley, Cameron Foale, Adam Berry, Ammar Alazab, Saeid Nahavandi, John Yearwood and Francisco Cruz and has published in prestigious journals such as Computers in Human Behavior, Artificial Intelligence and Neurocomputing.

In The Last Decade

Peter Vamplew

72 papers receiving 2.2k citations

Hit Papers

Survey of intrusion detection systems: techniques, datase... 2019 2026 2021 2023 2019 2022 250 500 750 1000

Peers

Peter Vamplew
Comparison fields: 5 of 134
  • Artificial Intelligence 1.3k
  • Computer Networks and Communications 1.2k
  • Signal Processing 742
  • Information Systems 266
  • Control and Systems Engineering 252
Replace Boi Faltings with:
Boi Faltings Switzerland
Kalyan Veeramachaneni United States
Philip Koopman United States
Una-May O’Reilly United States
Nhien‐An Le‐Khac Ireland
Howard Shrobe United States
Lei Ma Japan
Giovanni Acampora Italy
Jin-Hee Cho United States
Manju Khari India
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Citations per field, relative to Peter Vamplew
Peter Vamplew · 1×
Citations per year, relative to Peter Vamplew
Peter Vamplew · 1×

Countries citing papers authored by Peter Vamplew

Since Specialization
Citations

This map shows the geographic impact of Peter Vamplew's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Peter Vamplew with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Peter Vamplew more than expected).

Fields of papers citing papers by Peter Vamplew

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Peter Vamplew. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Peter Vamplew. The network helps show where Peter Vamplew may publish in the future.

Co-authorship network of co-authors of Peter Vamplew

This figure shows the co-authorship network connecting the top 25 collaborators of Peter Vamplew. A scholar is included among the top collaborators of Peter Vamplew based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Peter Vamplew. Peter Vamplew is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 1
2
A practical guide to multi-objective reinforcement learning and planning breakdown →
158
3 10
4
Explainable robotic systems: Interpreting outcome-focused actions in a reinforcement learning scenario.
2
5 136
6 2
7 32
8
MORL-Glue: a benchmark suite for multi-objective reinforcement learning
5
9
Taming the devil: A game-based approach to teaching immunology
2
10
AusDM 11 : Proceedings of the Ninth Australasian Data Mining Conference
0
11
OPTIMIZATION AND MATRIX CONSTRUCTIONS FOR CLASSIFICATION OF DATA
1
12
Applying clustering and ensemble clustering approaches to phishing profiling
22
13
Unsupervised color textured image segmentation using cluster ensembles and MRF model
1
14 4
15
An anti-plagiarism editor for software development courses
26
16
Lego Mindstorms Robots as a Platform for Teaching Reinforcement Learning
4
17
PoD Can Mutate: A Simple Dynamic Directed Mutation Approach for Genetic Algorithms
11
18
Generalised Algorithms for Redirected Walking in Virtual Environments
22
19
Refining Search Queries From Examples Using Boolean Expressions and Latent Semantic Analysis
1
20
Learning Place Cells from Sonar data
4

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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