Buckman, Jacob

7 publications

ICLRW 2025 Conformal Transformations for Symmetric Power Transformers Saurabh Kumar, Jacob Buckman, Carles Gelada, Xiaowen Zhang

NeurIPS 2022 When Does Return-Conditioned Supervised Learning Work for Offline Reinforcement Learning? David Brandfonbrener, Alberto Bietti, Jacob Buckman, Romain Laroche, Joan Bruna

ICLR 2021 The Importance of Pessimism in Fixed-Dataset Policy Optimization Jacob Buckman, Carles Gelada, Marc G Bellemare

ICML 2019 DeepMDP: Learning Continuous Latent Space Models for Representation Learning Carles Gelada, Saurabh Kumar, Jacob Buckman, Ofir Nachum, Marc G. Bellemare

ICML 2018 Is Generator Conditioning Causally Related to GAN Performance? Augustus Odena, Jacob Buckman, Catherine Olsson, Tom Brown, Christopher Olah, Colin Raffel, Ian Goodfellow

NeurIPS 2018 Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion Jacob Buckman, Danijar Hafner, George Tucker, Eugene Brevdo, Honglak Lee

ICLR 2018 Thermometer Encoding: One Hot Way to Resist Adversarial Examples Jacob Buckman, Aurko Roy, Colin Raffel, Ian Goodfellow