Adam Gaier
Sr. Principal AI Research Scientist & Sr. Manager
Europe
Biography
Adam Gaier is a research scientist at the Autodesk AI Lab where he pursues research at the intersection of evolutionary and machine learning. He received master’s degrees in evolutionary computing and robotics, and a PhD focused on tackling expensive design problems through the fusion of machine learning, quality diversity, and neuro-evolution approaches. His work has received recognition at top venues across these fields, including: a spotlight talk at NeurIPS (machine learning), multiple best paper awards at GECCO (evolutionary computation), and best student paper at AIAA (aerodynamics design optimization).
Publications (9)
2024
PlotMap: Automated Layout Design for Building Game WorldsThis research presents novel AI methods for mapping stories to maps in…
2024
Generative Design through Quality-Diversity Data Synthesis and Language ModelsA new paradigm for AEC design exploration, based on a combination of…
2023
Language Model Crossover: Variation through Few-Shot PromptingPursuing the insight that language models naturally enable an…
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