23rd Annual Humies Awards -- San José, Costa Rica

Outcome Authors Paper(s) Statement Presentation Media Algorithm Type
Finalist Obidiegwu, Arinze Mota Dias, Douglas Obidiegwu, Emmanuel, Ryan, Conor Evolving Hardware-Efficient Grover Circuits with Grammatical Evolution Entry Form GE
Scheepers, Darius Pillay, Nelishia A structure-based genetic programming generation constructive hyper-heuristic with transfer learning for combinatorial optimisations Entry Form GP
Finalist Lange, Robert Tjarko Imajuku, Yuki Cetin, Edoardo ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution Entry Form Based on GI, GP, and ES
Finalist Berghegger, Christina De La Torre, Camino Nadizar, Giorgia Olavinas, Yuri Simoncini, David Luga, Hervé Wilson, Dennis G. Cussat-Blanc, Sylvain Analyzing Interpretable Visual Control Policy Search and Synthesis Entry Form GA, GP, CGP
Nair, Jayprakash S. Mathew, Jimson Nair, Shivashankar B. A Reinforcement Learning–Inspired Latent Yield-Based Adaptive Algorithm Switching Mechanism Entry Form GA, Island Models
Finalist Lu, Zhengbo Xue, Ke Deng, Yiying Fan, Junxuan Fang, Peiyue Wade, Bridget S. Alegret, Laia Benton, Michael J. Wu, Yuchang Qian, Chao Hou, Xudong Shi, Yukun Sadler, Peter M. Xu, Huiqing Zhou, Zhi-Hua Shen, Shuzhong Complex marine ecological response during the Eocene-Oligocene revealed by global foraminiferal record Entry Form GA-like over constrained sequence representation
Finalist Chien, Trinh Van Duc, Bui Trong Mohammadi, Mohammadali Ngo, Hien Quoc Matthaiou, Michail Network-Assisted Full-Duplex Cell-Free Massive MIMO Systems Under Infeasible Circumstances Differential Evolution for Infeasible Circumstances in NAFD Cell-Free Massive MIMO Entry Form DE
Rueda-Arango, Y. Dianey Szabo, László; Tonda, Alberto Lopez-Rincon, Alejandro Teaching Creativity in the Age of AI: Introducing Generative AI Image Generation Entry Form Bayesian with CMA-ES
Finalist Real, Esteban Rossini, Mirko de Souza, Connal Garg, Manav Firsching, Moritz Le, Quoc V Chen, Yao Verghese, Akhil Cubuk, Ekin Dogus Park, David H. AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions Entry Form Symbolic Regression combining GP and ES
Outcome
Finalist
Authors
Obidiegwu, Arinze Mota Dias, Douglas Obidiegwu, Emmanuel, Ryan, Conor
Algorithm Type
GE
Paper(s)
Evolving Hardware-Efficient Grover Circuits with Grammatical Evolution
Statement
Entry Form
Authors
Scheepers, Darius Pillay, Nelishia
Algorithm Type
GP
Paper(s)
A structure-based genetic programming generation constructive hyper-heuristic with transfer learning for combinatorial optimisations
Statement
Entry Form
Outcome
Finalist
Authors
Lange, Robert Tjarko Imajuku, Yuki Cetin, Edoardo
Algorithm Type
Based on GI, GP, and ES
Paper(s)
ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution
Statement
Entry Form
Outcome
Finalist
Authors
Berghegger, Christina De La Torre, Camino Nadizar, Giorgia Olavinas, Yuri Simoncini, David Luga, Hervé Wilson, Dennis G. Cussat-Blanc, Sylvain
Algorithm Type
GA, GP, CGP
Paper(s)
Analyzing Interpretable Visual Control Policy Search and Synthesis
Statement
Entry Form
Authors
Nair, Jayprakash S. Mathew, Jimson Nair, Shivashankar B.
Algorithm Type
GA, Island Models
Paper(s)
A Reinforcement Learning–Inspired Latent Yield-Based Adaptive Algorithm Switching Mechanism
Statement
Entry Form
Outcome
Finalist
Authors
Lu, Zhengbo Xue, Ke Deng, Yiying Fan, Junxuan Fang, Peiyue Wade, Bridget S. Alegret, Laia Benton, Michael J. Wu, Yuchang Qian, Chao Hou, Xudong Shi, Yukun Sadler, Peter M. Xu, Huiqing Zhou, Zhi-Hua Shen, Shuzhong
Algorithm Type
GA-like over constrained sequence representation
Paper(s)
Complex marine ecological response during the Eocene-Oligocene revealed by global foraminiferal record
Statement
Entry Form
Outcome
Finalist
Authors
Chien, Trinh Van Duc, Bui Trong Mohammadi, Mohammadali Ngo, Hien Quoc Matthaiou, Michail
Algorithm Type
DE
Paper(s)
Network-Assisted Full-Duplex Cell-Free Massive MIMO Systems Under Infeasible Circumstances Differential Evolution for Infeasible Circumstances in NAFD Cell-Free Massive MIMO
Statement
Entry Form
Authors
Rueda-Arango, Y. Dianey Szabo, László; Tonda, Alberto Lopez-Rincon, Alejandro
Algorithm Type
Bayesian with CMA-ES
Paper(s)
Teaching Creativity in the Age of AI: Introducing Generative AI Image Generation
Statement
Entry Form
Outcome
Finalist
Authors
Real, Esteban Rossini, Mirko de Souza, Connal Garg, Manav Firsching, Moritz Le, Quoc V Chen, Yao Verghese, Akhil Cubuk, Ekin Dogus Park, David H.
Algorithm Type
Symbolic Regression combining GP and ES
Paper(s)
AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions
Statement
Entry Form