Natural Language State Representation for Reinforcement Learning. - Erez Schwartz; Guy Tennenholtz; Chen Tessler; Shie Mannor (CoRR, 2019)

MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning. - Ehud Karpas; Omri Abend; Yonatan Belinkov; Barak Lenz; Opher Lieber; Nir Ratner; Yoav Shoham; Hofit Bata; Yoav Levine; Kevin Leyton-Brown; Dor Muhlgay; Noam Rozen; et al. (CoRR, 2022)

Jamba: A Hybrid Transformer-Mamba Language Model. - Opher Lieber; Barak Lenz; Hofit Bata; Gal Cohen; Jhonathan Osin; Itay Dalmedigos; Erez Safahi; Shaked Meirom; Yonatan Belinkov; Shai Shalev-Shwartz; Omri Abend; Raz Alon; et al. (CoRR, 2024)

Jamba-1.5: Hybrid Transformer-Mamba Models at Scale. - Barak Lenz; Alan Arazi; Amir Bergman; Avshalom Manevich; Barak Peleg; Ben Aviram; Chen Almagor; Clara Fridman; Dan Padnos; Daniel Gissin; Daniel Jannai; Dor Muhlgay; et al. (CoRR, 2024)

Jamba: Hybrid Transformer-Mamba Language Models. - Barak Lenz; Opher Lieber; Alan Arazi; Amir Bergman; Avshalom Manevich; Barak Peleg; Ben Aviram; Chen Almagor; Clara Fridman; Dan Padnos; Daniel Gissin; Daniel Jannai; et al. (ICLR, 2025)