Jacob Buckman

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 16

Top Topics

Reinforcement Learning

Top Venues

Publications

Romain Laroche, Remi Tachet des Combes, Jacob Buckman
Non-Markovian policies occupancy measures. CoRR (2022)
David Brandfonbrener, Alberto Bietti, Jacob Buckman, Romain Laroche, Joan Bruna
When does return-conditioned supervised learning work for offline reinforcement learning? CoRR (2022)
David Brandfonbrener, Alberto Bietti, Jacob Buckman, Romain Laroche, Joan Bruna
When does return-conditioned supervised learning work for offline reinforcement learning? NeurIPS (2022)
Adam Khakhar, Jacob Buckman
Deep Autoregressive Regression. CoRR (2022)
Jacob Buckman, Carles Gelada, Marc G. Bellemare
The Importance of Pessimism in Fixed-Dataset Policy Optimization. ICLR (2021)
Jacob Buckman, Carles Gelada, Marc G. Bellemare
The Importance of Pessimism in Fixed-Dataset Policy Optimization. CoRR (2020)
Carles Gelada, Saurabh Kumar, Jacob Buckman, Ofir Nachum, Marc G. Bellemare
DeepMDP: Learning Continuous Latent Space Models for Representation Learning. ICML (2019)
Carles Gelada, Saurabh Kumar, Jacob Buckman, Ofir Nachum, Marc G. Bellemare
DeepMDP: Learning Continuous Latent Space Models for Representation Learning. CoRR (2019)
Jacob Buckman, Danijar Hafner, George Tucker, Eugene Brevdo, Honglak Lee
Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion. NeurIPS (2018)
Jacob Buckman, Danijar Hafner, George Tucker, Eugene Brevdo, Honglak Lee
Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion. CoRR (2018)
Augustus Odena, Jacob Buckman, Catherine Olsson, Tom B. Brown, Christopher Olah, Colin Raffel, Ian J. Goodfellow
Is Generator Conditioning Causally Related to GAN Performance? CoRR (2018)
Jacob Buckman, Aurko Roy, Colin Raffel, Ian J. Goodfellow
Thermometer Encoding: One Hot Way To Resist Adversarial Examples. ICLR (Poster) (2018)
Augustus Odena, Jacob Buckman, Catherine Olsson, Tom B. Brown, Christopher Olah, Colin Raffel, Ian J. Goodfellow
Is Generator Conditioning Causally Related to GAN Performance? ICML (2018)
Jacob Buckman, Graham Neubig
Neural Lattice Language Models. CoRR (2018)
Jacob Buckman, Graham Neubig
Neural Lattice Language Models. Trans. Assoc. Comput. Linguistics 6 (2018)
Jacob Buckman, Miguel Ballesteros, Chris Dyer
Transition-Based Dependency Parsing with Heuristic Backtracking. EMNLP (2016)