Work

Publications

Long-Horizon Q-Learning: Accurate Value Learning via n-Step Inequalities Armaan A. Abraham, Lucy Xiaoyang Shi, Chelsea Finn (2026). NeurIPS.

Integrative, high-resolution analysis of single-cell gene expression across experimental conditions with PARAFAC2-RISE Andrew Ramirez, Brian T. Orcutt-Jahns, Sean Pascoe, Armaan A. Abraham, Breanna Remigio, Nathaniel Thomas, Aaron S. Meyer (2025). Cell Systems.

A multivalent binding model infers antibody Fc species from systems serology Armaan A. Abraham, Zhixin Cyrillus Tan, Priyanka Shrestha, Emily R. Bozich, Aaron S. Meyer (2024). PLOS Computational Biology.

Other research

A universal equivalence between discounted reward and binary success probability maximization 2026.

Deep sparse autoencoders yield interpretable features too Armaan A. Abraham (2025). AI Alignment Forum.

Protein design with RL from AI feedback 2024.

Unaligned Low-rank Tensor Regression with Attention (ULTRA) 2024.