Iain Dunning

2.7k total citations · 2 hit papers
14 papers, 927 citations indexed

About

Iain Dunning is a scholar working on Artificial Intelligence, Management Science and Operations Research and Computational Theory and Mathematics. According to data from OpenAlex, Iain Dunning has authored 14 papers receiving a total of 927 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Artificial Intelligence, 5 papers in Management Science and Operations Research and 4 papers in Computational Theory and Mathematics. Recurrent topics in Iain Dunning's work include Reinforcement Learning in Robotics (4 papers), Risk and Portfolio Optimization (3 papers) and Formal Methods in Verification (2 papers). Iain Dunning is often cited by papers focused on Reinforcement Learning in Robotics (4 papers), Risk and Portfolio Optimization (3 papers) and Formal Methods in Verification (2 papers). Iain Dunning collaborates with scholars based in United States, United Kingdom and New Zealand. Iain Dunning's co-authors include Miles Lubin, Dimitris Bertsimas, John Silberholz, Joel Z. Leibo, Thore Graepel, Swati Gupta, Antonio García Castañeda, Charles Beattie, David Silver and Luke Marris and has published in prestigious journals such as Science, Operations Research and Artificial Intelligence.

In The Last Decade

Iain Dunning

14 papers receiving 894 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Human-level performance in 3D multiplayer games with population-based reinforcement learning

2019 349 citations Max Jaderberg, Wojciech Marian Czarnecki et al. Science profile →
Computing in Operations Research Using Julia

2015 206 citations Miles Lubin, Iain Dunning INFORMS journal on computing profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Iain Dunning United States	8	405	187	139	107	100	14	927
Richard Dazeley Australia	16	636 1.6×	85 0.5×	141 1.0×	118 1.1×	192 1.9×	60	1.1k
Yan Fu China	19	451 1.1×	94 0.5×	73 0.5×	127 1.2×	99 1.0×	129	1.3k
Pedro Isasi Spain	19	653 1.6×	189 1.0×	72 0.5×	118 1.1×	103 1.0×	118	1.2k
George F. Luger United States	13	607 1.5×	76 0.4×	109 0.8×	65 0.6×	115 1.1×	75	1.3k
Xu Tan China	19	502 1.2×	99 0.5×	64 0.5×	61 0.6×	83 0.8×	61	915
Garrison W. Greenwood United States	17	343 0.8×	87 0.5×	55 0.4×	120 1.1×	148 1.5×	97	810
Autilia Vitiello Italy	18	549 1.4×	69 0.4×	76 0.5×	71 0.7×	91 0.9×	92	887
Guy Lever United Kingdom	9	571 1.4×	90 0.5×	98 0.7×	53 0.5×	107 1.1×	15	792
Heiner Müller-Merbach Germany	11	270 0.7×	143 0.8×	88 0.6×	62 0.6×	85 0.8×	64	905
Yuan Hong United States	22	617 1.5×	129 0.7×	140 1.0×	310 2.9×	41 0.4×	113	1.3k

Countries citing papers authored by Iain Dunning

Since Specialization

Citations

This map shows the geographic impact of Iain Dunning'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 Iain Dunning with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Iain Dunning more than expected).

Fields of papers citing papers by Iain Dunning

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Iain Dunning. 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 Iain Dunning. The network helps show where Iain Dunning may publish in the future.

Co-authorship network of co-authors of Iain Dunning

This figure shows the co-authorship network connecting the top 25 collaborators of Iain Dunning. A scholar is included among the top collaborators of Iain Dunning 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 Iain Dunning. Iain Dunning is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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14 of 14 papers shown

1.

Leibo, Joel Z., Julien Pérolat, Edward Hughes, et al.. (2019). Malthusian Reinforcement Learning. arXiv (Cornell University). 1099–1107. 5 indexed citations

2.

Jaderberg, Max, Wojciech Marian Czarnecki, Iain Dunning, et al.. (2019). Human-level performance in 3D multiplayer games with population-based reinforcement learning. Science. 364(6443). 859–865. 349 indexed citations breakdown →

3.

Foerster, Jakob, Hui Song, Edward Hughes, et al.. (2019). Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning. International Conference on Machine Learning. 1942–1951. 12 indexed citations

4.

Bard, Nolan, Jakob Foerster, Sarath Chandar, et al.. (2019). The Hanabi challenge: A new frontier for AI research. Artificial Intelligence. 280. 103216–103216. 100 indexed citations

5.

Bertsimas, Dimitris & Iain Dunning. (2019). Relative Robust and Adaptive Optimization. INFORMS journal on computing. 6 indexed citations

6.

Nair, Vinod, et al.. (2018). Learning Fast Optimizers for Contextual Stochastic Integer Programs. Uncertainty in Artificial Intelligence. 591–600. 3 indexed citations

7.

Hughes, Edward, Joel Z. Leibo, Karl Tuyls, et al.. (2018). Inequity aversion resolves intertemporal social dilemmas. 3 indexed citations

8.

Hughes, Edward, Joel Z. Leibo, Karl Tuyls, et al.. (2018). Inequity aversion improves cooperation in intertemporal social dilemmas. arXiv (Cornell University). 31. 3326–3336. 30 indexed citations

9.

Dunning, Iain, Swati Gupta, & John Silberholz. (2018). What Works Best When? A Systematic Evaluation of Heuristics for Max-Cut and QUBO. INFORMS journal on computing. 30(3). 608–624. 67 indexed citations

10.

Bertsimas, Dimitris & Iain Dunning. (2016). Multistage Robust Mixed-Integer Optimization with Adaptive Partitions. Operations Research. 64(4). 980–998. 77 indexed citations

11.

Dunning, Iain, et al.. (2015). A Course on Advanced Software Tools for Operations Research and Analytics. INFORMS Transactions on Education. 15(2). 169–179. 2 indexed citations

12.

Lubin, Miles & Iain Dunning. (2015). Computing in Operations Research Using Julia. INFORMS journal on computing. 27(2). 238–248. 206 indexed citations breakdown →

13.

Bertsimas, Dimitris, Iain Dunning, & Miles Lubin. (2015). Reformulation versus cutting-planes for robust optimization. Computational Management Science. 13(2). 195–217. 65 indexed citations

14.

O’Sullivan, Michael, et al.. (2012). Dippy: a simplified interface for advanced mixed-integer programming. ResearchSpace (University of Auckland). 2 indexed citations

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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