Reward is not enough: can we liberate AI from the reinforcement learning paradigm? - Vacslav Glukhov (CoRR, 2022)

Reductive MDPs: A Perspective Beyond Temporal Horizons. - Thomas Spooner; Rui Silva; Joshua Lockhart; Jason Long; Vacslav Glukhov (CoRR, 2022)

Permutative redundancy and uncertainty of the objective in deep learning. - Vacslav Glukhov (CoRR, 2024)