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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Online Decision Transformer


Feb 11, 2022
Qinqing Zheng, Amy Zhang, Aditya Grover

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

A Survey of Generalisation in Deep Reinforcement Learning


Nov 18, 2021
Robert Kirk, Amy Zhang, Edward Grefenstette, Tim Rocktäschel

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Learning Representations for Pixel-based Control: What Matters and Why?


Nov 15, 2021
Manan Tomar, Utkarsh A. Mishra, Amy Zhang, Matthew E. Taylor

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Block Contextual MDPs for Continual Learning


Oct 13, 2021
Shagun Sodhani, Franziska Meier, Joelle Pineau, Amy Zhang

Add code

* 26pages, Under Review 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability


Jul 13, 2021
Dibya Ghosh, Jad Rahme, Aviral Kumar, Amy Zhang, Ryan P. Adams, Sergey Levine

Add code

* First two authors contributed equally 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Provably Efficient Representation Learning in Low-rank Markov Decision Processes


Jun 22, 2021
Weitong Zhang, Jiafan He, Dongruo Zhou, Amy Zhang, Quanquan Gu

Add code

* 27 pages 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

MBRL-Lib: A Modular Library for Model-based Reinforcement Learning


Apr 20, 2021
Luis Pineda, Brandon Amos, Amy Zhang, Nathan O. Lambert, Roberto Calandra

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Model-Invariant State Abstractions for Model-Based Reinforcement Learning


Feb 19, 2021
Manan Tomar, Amy Zhang, Roberto Calandra, Matthew E. Taylor, Joelle Pineau

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Multi-Task Reinforcement Learning with Context-based Representations


Feb 11, 2021
Shagun Sodhani, Amy Zhang, Joelle Pineau

Add code

* Under Review 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews


Dec 09, 2020
Xiaoxiao Li, Rabah Al-Zaidy, Amy Zhang, Stefan Baral, Le Bao, C. Lee Giles

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
<<
1
2
3
4
5
>>