A computational approximation to the AIXI model. - Sergey Pankov (AGI, 2008)

Learning Image Transformations without Training Examples. - Sergey Pankov (ISVC (2), 2011)

Reward-estimation variance elimination in sequential decision processes. - Sergey Pankov (CoRR, 2018)

Three-dimensional bipedal model with zero-energy-cost walking. - Sergey Pankov (CoRR, 2021)

Configuration Path Control. - Sergey Pankov (CoRR, 2022)

Energy-conserving intermittent-contact motion in complex models. - Sergey Pankov (Commun. Nonlinear Sci. Numer. Simul., 2024)

SUS backprop: linear backpropagation algorithm for long inputs in transformers. - Sergey Pankov; Georges Harik (CoRR, 2025)