Giguere, Stephen

6 publications

ICLR 2022 Fairness Guarantees Under Demographic Shift Stephen Giguere, Blossom Metevier, Bruno Castro da Silva, Yuriy Brun, Philip S. Thomas, Scott Niekum

CoRL 2021 Distributional Depth-Based Estimation of Object Articulation Models Ajinkya Jain, Stephen Giguere, Rudolf Lioutikov, Scott Niekum

NeurIPS 2021 SOPE: Spectrum of Off-Policy Estimators Christina Yuan, Yash Chandak, Stephen Giguere, Philip S. Thomas, Scott Niekum

NeurIPS 2019 Offline Contextual Bandits with High Probability Fairness Guarantees Blossom Metevier, Stephen Giguere, Sarah Brockman, Ari Kobren, Yuriy Brun, Emma Brunskill, Philip S. Thomas

AAAI 2013 Basis Adaptation for Sparse Nonlinear Reinforcement Learning Sridhar Mahadevan, Stephen Giguere, Nicholas Jacek

NeurIPS 2013 Projected Natural Actor-Critic Philip S. Thomas, William C Dabney, Stephen Giguere, Sridhar Mahadevan