Breaking Free from Hand-Crafted Rewards: A Genetic Programming Framework for End-Goal-Driven Reinforcement Learning

Created by W.Langdon from gp-bibliography.bib Revision:1.9101

@InProceedings{Kumar:2026:CEC,

• author = "Kamalesh Kumar and Jean-Alexis Delamer and James Alexander Hughes",
• title = "Breaking Free from Hand-Crafted Rewards: A Genetic Programming Framework for End-Goal-Driven Reinforcement Learning",
• booktitle = "IEEE CEC 2026",
• year = "2026",
• editor = "Nelishia Pillay and Yew-Soon Ong and Carlos Coello and Juergen Branke and Simon Lucas and Chuan-Kang Ting and Bing Xue",
• pages = "cec pap134",
• address = "Maastricht, the Netherlands",
• month = "21-26 " # jun,
• publisher = "IEEE",
• keywords = "genetic algorithms, genetic programming",
• URL = "https://wcci.klinkhamergroup.com/papers/by_date.html#cec_pap134",
• URL = "https://linklings.s3.amazonaws.com/organizations/WCCI/wcci2026/submissions/stype102/nZzyN-cec_pap134s2.pdf",
• size = "8 pages",

}

Genetic Programming entries for Kamalesh Kumar Jean-Alexis Delamer James Alexander Hughes

Citations