Spyridon Samothrakis

Spyridon Samothrakis

University of Essex

H-index: 20

Europe-United Kingdom

About Spyridon Samothrakis

Spyridon Samothrakis, With an exceptional h-index of 20 and a recent h-index of 16 (since 2020), a distinguished researcher at University of Essex, specializes in the field of Artificial Intelligence, Machine Learning, Computer Games, Evolutionary Computation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice

Undersmoothing Causal Estimators with Generative Trees

Contextual reinforcement learning for supply chain management

Artificial intelligence and modern planned economies: a discussion on methods and institutions

Balancing Wargames through Predicting Unit Point Costs

Finding Eulerian Tours in Mazes Using a Memory-Augmented Fixed Policy Function

Extracting tactics learned from self-play in general games

Hyperparameter tuning and model evaluation in causal effect estimation

Spyridon Samothrakis Information

University

Position

Senior Lecturer IADS

Citations(all)

6790

Citations(since 2020)

4671

Cited By

3708

hIndex(all)

20

hIndex(since 2020)

16

i10Index(all)

27

i10Index(since 2020)

22

Email

University Profile Page

University of Essex

Google Scholar

View Google Scholar Profile

Spyridon Samothrakis Skills & Research Interests

Artificial Intelligence

Machine Learning

Computer Games

Evolutionary Computation

Top articles of Spyridon Samothrakis

Title

Journal

Author(s)

Publication Date

Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice

arXiv preprint arXiv:2310.18212

Damian Machlanski

Spyridon Samothrakis

Paul Clarke

2023/10/27

Undersmoothing Causal Estimators with Generative Trees

IEEE Access

Damian Machlanski

Spyridon Samothrakis

Paul Clarke

2024/3/11

Contextual reinforcement learning for supply chain management

Expert Systems with Applications

Alex Batsis

Spyridon Samothrakis

2024/2/27

Artificial intelligence and modern planned economies: a discussion on methods and institutions

AI & SOCIETY

Spyridon Samothrakis

2024/1/5

Balancing Wargames through Predicting Unit Point Costs

George EM Long

Diego Perez-Liebana

Spyridon Samothrakis

2023/8/21

Finding Eulerian Tours in Mazes Using a Memory-Augmented Fixed Policy Function

Mahrad Pisheh Var

Michael Fairbank

Spyridon Samothrakis

2023/7/13

Extracting tactics learned from self-play in general games

Information Sciences

Dennis JNJ Soemers

Spyridon Samothrakis

Éric Piette

Matthew Stephenson

2023/5/1

Hyperparameter tuning and model evaluation in causal effect estimation

arXiv preprint arXiv:2303.01412

Damian Machlanski

Spyridon Samothrakis

Paul Clarke

2023/3/2

A Minimal “Functionally Sentient” Organism Trained With Backpropagation Through Time

Adaptive Behavior

Mahrad Pisheh Var

Michael Fairbank

Spyridon Samothrakis

2023/12

Grokking-like effects in counterfactual inference

Spyridon Samothrakis

Ana Matran-Fernandez

Umar Abdullahi

Michael Fairbank

Maria Fasli

2022/7/18

Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation

Proceedings of the 29th International Conference on Computational Linguistics

Husam Quteineh

Spyridon Samothrakis

Richard Sutcliffe

2022

Deep learning in target space

Journal of Machine Learning Research

Michael Fairbank

Spyridon Samothrakis

Luca Citi

2022/2

Parasocial relationships on YouTube reduce prejudice towards mental health issues

Scientific Reports

Shaaba Lotun

Veronica M Lamarche

Spyridon Samothrakis

Gillian M Sandstrom

Ana Matran-Fernandez

2022/10/4

A comparison of self-play algorithms under a generalized framework

IEEE Transactions on Games

Daniel Hernandez

Kevin Denamganai

Sam Devlin

Spyridon Samothrakis

James Alfred Walker

2021/2/11

Artificial Intelligence inspired methods for the allocation of common goods and services

Plos one

Spyridon Samothrakis

2021/9/29

Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy

Yogesh K Dwivedi

Laurie Hughes

Elvira Ismagilova

Gert Aarts

Crispin Coombs

...

2021/4/1

Causal Inference with Correlation Alignment

Umar I Abdullahi

Spyros Samothrakis

Maria Fasli

2020/12/10

Textual data augmentation for efficient active learning on tiny datasets

Husam Quteineh

Spyridon Samothrakis

Richard Sutcliffe

2020/11

Applications of Artificial Intelligence in Live Action Role-Playing Games (LARP)

Christoph Salge

Emily Short

Mike Preuss

Spyridon Samothrakis

Pieter Spronck

2020/8/24

See List of Professors in Spyridon Samothrakis University(University of Essex)