Maxwell Goldstein

According to our database, Maxwell Goldstein authored at least 6 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Automatic Data Augmentation for Generalization in Reinforcement Learning.

Roberta Raileanu, Maxwell Goldstein, Denis Yarats, Ilya Kostrikov, Rob Fergus

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Fast Adaptation via Policy-Dynamics Value Functions.

Roberta Raileanu, Maxwell Goldstein, Arthur Szlam, Rob Fergus

CoRR, 2020

Automatic Data Augmentation for Generalization in Deep Reinforcement Learning.

Roberta Raileanu, Maxwell Goldstein, Denis Yarats, Ilya Kostrikov, Rob Fergus

CoRR, 2020

Fast Adaptation to New Environments via Policy-Dynamics Value Functions.

Roberta Raileanu, Maxwell Goldstein, Arthur Szlam, Rob Fergus

Proceedings of the 37th International Conference on Machine Learning, 2020

2018

PAC-Bayes Control: Synthesizing Controllers that Provably Generalize to Novel Environments.

Anirudha Majumdar, Maxwell Goldstein

Proceedings of the 2nd Annual Conference on Robot Learning, 2018

Learning Generalized Reactive Policies using Deep Neural Networks.

Edward Groshev, Aviv Tamar, Maxwell Goldstein, Siddharth Srivastava, Pieter Abbeel

Proceedings of the 2018 AAAI Spring Symposia, 2018