Robert G. Reynolds

Computer Science · University of Michigan

Established · publishing since 1969

Evolutionary Algorithms and Applications Metaheuristic Optimization Algorithms Research Evolutionary Game Theory and Cooperation Advanced Multi-Objective Optimization Algorithms Artificial Intelligence in Games

Publications

361

Citations

4,150

Est. group size

Recurring co-author estimate

Active years

Publishing since 1969

In context

Among 615 established Computer Science PIs within our index

Citations: 4,150cohort median 1,709

Publications / year (recent): 6.2cohort median 4.2

Typically publishes in teams of ~2 · 75% small-team papers (≤3 authors) · across 18 venues

Publication cadence

Publications per year over the last 10 years — averaging 6.2/year recently

Collaborators per year

Distinct co-authors at University of Michigan each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.

Recent publications

Neural Computing for Advanced Natural Language Understanding and Generation
2026
How Do AI and LLMs Change Our Lives? Reflections and Outlook
2026
A finite integral involving the hypergeometric function
HAL (Le Centre pour la Communication Scientifique Directe) · 2025
Enhancing Cultural Algorithm Guided Policy Gradients with Parameter-Based Exploration Through Topographic Knowledge and Adaptive Weighting
Communications in computer and information science · 2025
Utilizing Large Language Models and Graph Neural Networks for Protein–Protein Interaction Prediction and Isozyme Estimation
2025
Overcoming Class Imbalance in Protein-Protein Interaction and Isozyme Prediction: GAN-Based Augmentation in a Transformer-GNN Framework
2025
Cultural Algorithm Guided Policy Gradient with Parameter Exploration
Proceedings of the AAAI Symposium Series · 2024
Guided Evolution of Dense Blocks with Attention for CheXpert with Cultural Algorithms
2024
A cultural evolution with a modified selection function and adaptive <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e10671" altimg="si16.svg"> <mml:mi>α</mml:mi> </mml:math> -cognition procedure for numerical optimization
Applied Soft Computing · 2023
Extended Watson-Harkins Sum
arXiv (Cornell University) · 2023
Double Sum involving Product of Appell-Type Bernoulli and Euler Polynomials
arXiv (Cornell University) · 2023
Finite Sums and Products involving Special Functions
arXiv (Cornell University) · 2023
Extended Blumberg-Dieckmann Series
arXiv (Cornell University) · 2023
3-sCHSL: Three-Stage Cyclic Hybrid SFS and L-SHADE Algorithm for Single Objective Optimization
2023
Evolving Deep Neural Networks with Cultural Algorithms for Real-Time Industrial Applications
International Journal of Semantic Computing · 2022

Publishes in

arXiv (Cornell University)×12
SpringerBriefs in computer science×10
Lecture notes in computer science×5
Information Sciences×2
University Press of Florida eBooks×2

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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 25, 2026.

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