A Generalized Bootstrap Target for Value-Learning, Efficiently Combining Value and Feature Predictions. - Anthony GX-Chen; Veronica Chelu; Blake A. Richards; Joelle Pineau (AAAI, 2022)

Light-weight Probing of Unsupervised Representations for Reinforcement Learning. - Wancong Zhang; Anthony GX-Chen; Vlad Sobal; Yann LeCun; Nicolas Carion (RLJ, 2024)

Efficient Exploration and Discriminative World Model Learning with an Object-Centric Abstraction. - Anthony GX-Chen; Kenneth Marino; Rob Fergus (ICLR, 2025)

Language Agents Mirror Human Causal Reasoning Biases. How Can We Help Them Think Like Scientists? - Anthony GX-Chen; Dongyan Lin; Mandana Samiei; Doina Precup; Blake A. Richards; Rob Fergus; Kenneth Marino (CoRR, 2025)