Andrew R. Buck, Ph.D.

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2024+

Designing Reliable Navigation Behaviors for Autonomous Agents in Partially Observable Grid-world Environments

Andrew R. Buck, Derek T. Anderson, James M. Keller, Cindy Bethel, Audrey Aldridge

2024 International Joint Conference on Neural Networks (IJCNN), Yokohama, Japan, 2024.

WCCI, IJCNN, Pathfinding, Mental Map, MCDM

[DOI] [paper] [slides]

2022+

A Comparison of Relative Position Descriptors for 3D Objects

Andrew R. Buck, Derek T. Anderson, James M. Keller, Robert H. Luke III, Grant Scott

2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Padua, Italy, 2022

WCCI, FUZZ-IEEE, Spatial Relations, Histogram of Forces, Demo

[DOI] [paper] [slides]

2020+

A Weighted Matrix Visualization for Fuzzy Measures and Integrals

Andrew R. Buck, Derek T. Anderson, James M. Keller, Timothy Wilkin, Muhammad Aminul Islam

2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Glasgow, United Kingdom, 2020

WCCI, FUZZ-IEEE, Fuzzy Integral, Visualization, Code

[DOI] [paper] [slides] [video] [code]

2016+

A Myopic Monte Carlo Strategy for the Partially Observable Travelling Salesman Problem

Andrew R. Buck, James M. Keller

2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, BC, Canada, 2016, pp. 632-639

WCCI, CEC, Pathfinding, Mental Map

[DOI] [paper] [slides]

2014+

Evolving a Fuzzy Goal-Driven Strategy for the Game of Geister: An Exercise in Teaching Computational Intelligence

Andrew R. Buck, Tanvi Banerjee, James M. Keller

2014 IEEE Congress on Evolutionary Computation (CEC), Beijing, China, 2014, pp. 28-35

WCCI, CEC, Games

2010+

A Modified Genetic Algorithm for Matching Building Sets with the Histograms of Forces

Andrew R. Buck, James M. Keller, Marjorie Skubic

2010 IEEE Congress on Evolutionary Computation (CEC), Barcelona, Spain, 2010, pp. 1-7

WCCI, CEC, Poster, Spatial Relations, Histogram of Forces

[DOI] [paper] [poster]