Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Michael R. Zhang

Learning Domain Invariant Representations in Goal-conditioned Block MDPs

Oct 28, 2021
Beining Han, Chongyi Zheng, Harris Chan, Keiran Paster, Michael R. Zhang, Jimmy Ba

* NeurIPS2021 
* 33 pages 

  Access Paper or Ask Questions

Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization

Apr 28, 2021
Michael R. Zhang, Tom Le Paine, Ofir Nachum, Cosmin Paduraru, George Tucker, Ziyu Wang, Mohammad Norouzi

* ICLR 2021. 17 pages 

  Access Paper or Ask Questions

Analyzing Monotonic Linear Interpolation in Neural Network Loss Landscapes

Apr 23, 2021
James Lucas, Juhan Bae, Michael R. Zhang, Stanislav Fort, Richard Zemel, Roger Grosse

* 15 pages in main paper, 4 pages of references, 24 pages in appendix. 29 figures in total 

  Access Paper or Ask Questions

Benchmarks for Deep Off-Policy Evaluation

Mar 30, 2021
Justin Fu, Mohammad Norouzi, Ofir Nachum, George Tucker, Ziyu Wang, Alexander Novikov, Mengjiao Yang, Michael R. Zhang, Yutian Chen, Aviral Kumar, Cosmin Paduraru, Sergey Levine, Tom Le Paine

* ICLR 2021 paper. Policies and evaluation code are available at 

  Access Paper or Ask Questions

Objective Social Choice: Using Auxiliary Information to Improve Voting Outcomes

Jan 27, 2020
Silviu Pitis, Michael R. Zhang

* 10 pages, 3 figures. To appear in proceedings of AAMAS 2020 

  Access Paper or Ask Questions

Lookahead Optimizer: k steps forward, 1 step back

Jul 19, 2019
Michael R. Zhang, James Lucas, Geoffrey Hinton, Jimmy Ba

* 8 pages 

  Access Paper or Ask Questions