Concave Majorants of Random Walks and Related Poisson Processes. - Josh Abramson; Jim Pitman (Comb. Probab. Comput., 2011)

Unsupervised Predictive Memory in a Goal-Directed Agent. - Greg Wayne; Chia-Chun Hung; David Amos; Mehdi Mirza; Arun Ahuja; Agnieszka Grabska-Barwinska; Jack W. Rae; Piotr Mirowski; Joel Z. Leibo; Adam Santoro; Mevlana Gemici; Malcolm Reynolds; et al. (CoRR, 2018)

Optimizing Agent Behavior over Long Time Scales by Transporting Value. - Chia-Chun Hung; Timothy P. Lillicrap; Josh Abramson; Yan Wu 010; Mehdi Mirza; Federico Carnevale; Arun Ahuja; Greg Wayne (CoRR, 2018)

Probing Emergent Semantics in Predictive Agents via Question Answering. - Abhishek Das; Federico Carnevale; Hamza Merzic; Laura Rimell; Rosalia Schneider; Josh Abramson; Alden Hung; Arun Ahuja; Stephen Clark; Greg Wayne; Felix Hill (ICML, 2020)

Imitating Interactive Intelligence. - Josh Abramson; Arun Ahuja; Arthur Brussee; Federico Carnevale; Mary Cassin; Stephen Clark; Andrew Dudzik; Petko Georgiev; Aurelia Guy; Tim Harley; Felix Hill; Alden Hung; et al. (CoRR, 2020)

Creating Multimodal Interactive Agents with Imitation and Self-Supervised Learning. - Josh Abramson; Arun Ahuja; Arthur Brussee; Federico Carnevale; Mary Cassin; Felix Fischer 004; Petko Georgiev; Alex Goldin; Tim Harley; Felix Hill; Peter Conway Humphreys; Alden Hung; et al. (CoRR, 2021)

A data-driven approach for learning to control computers. - Peter Conway Humphreys; David Raposo; Tobias Pohlen; Gregory Thornton; Rachita Chhaparia; Alistair Muldal; Josh Abramson; Petko Georgiev; Adam Santoro; Timothy P. Lillicrap (ICML, 2022)

Intra-agent speech permits zero-shot task acquisition. - Chen Yan; Federico Carnevale; Petko Georgiev; Adam Santoro; Aurelia Guy; Alistair Muldal; Chia-Chun Hung; Josh Abramson; Timothy P. Lillicrap; Gregory Wayne (NeurIPS, 2022)

A data-driven approach for learning to control computers. - Peter Conway Humphreys; David Raposo; Toby Pohlen; Gregory Thornton; Rachita Chhaparia; Alistair Muldal; Josh Abramson; Petko Georgiev; Alex Goldin; Adam Santoro; Timothy P. Lillicrap (CoRR, 2022)

Evaluating Multimodal Interactive Agents. - Josh Abramson; Arun Ahuja; Federico Carnevale; Petko Georgiev; Alex Goldin; Alden Hung; Jessica Landon; Timothy P. Lillicrap; Alistair Muldal; Blake A. Richards; Adam Santoro; Tamara von Glehn; et al. (CoRR, 2022)

Improving Multimodal Interactive Agents with Reinforcement Learning from Human Feedback. - Josh Abramson; Arun Ahuja; Federico Carnevale; Petko Georgiev; Alex Goldin; Alden Hung; Jessica Landon; Jirka Lhotka; Timothy P. Lillicrap; Alistair Muldal; George Powell; Adam Santoro; et al. (CoRR, 2022)