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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

An Efficient Solution to s-Rectangular Robust Markov Decision Processes


Jan 31, 2023
Navdeep Kumar, Kfir Levy, Kaixin Wang, Shie Mannor

Add code

* arXiv admin note: substantial text overlap with arXiv:2205.14327 

   Access Paper or Ask Questions

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

Policy Gradient for s-Rectangular Robust Markov Decision Processes


Jan 31, 2023
Navdeep Kumar, Esther Derman, Matthieu Geist, Kfir Levy, Shie Mannor

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

SoftTreeMax: Exponential Variance Reduction in Policy Gradient via Tree Search


Jan 30, 2023
Gal Dalal, Assaf Hallak, Gugan Thoppe, Shie Mannor, Gal Chechik

Add code

* arXiv admin note: text overlap with arXiv:2209.13966 

   Access Paper or Ask Questions

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

Train Hard, Fight Easy: Robust Meta Reinforcement Learning


Jan 26, 2023
Ido Greenberg, Shie Mannor, Gal Chechik, Eli Meirom

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

Towards Deployable RL -- What's Broken with RL Research and a Potential Fix


Jan 03, 2023
Shie Mannor, Aviv Tamar

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

DiffStack: A Differentiable and Modular Control Stack for Autonomous Vehicles


Dec 13, 2022
Peter Karkus, Boris Ivanovic, Shie Mannor, Marco Pavone

Add code

* CoRL 2022 camera ready 

   Access Paper or Ask Questions

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

Tractable Optimality in Episodic Latent MABs


Oct 05, 2022
Jeongyeol Kwon, Yonathan Efroni, Constantine Caramanis, Shie Mannor

Add code

* NeurIPS 2022 

   Access Paper or Ask Questions

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

Reward-Mixing MDPs with a Few Latent Contexts are Learnable


Oct 05, 2022
Jeongyeol Kwon, Yonathan Efroni, Constantine Caramanis, Shie Mannor

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

Policy Gradient for Reinforcement Learning with General Utilities


Oct 03, 2022
Navdeep Kumar, Kaixin Wang, Kfir Levy, Shie Mannor

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

SoftTreeMax: Policy Gradient with Tree Search


Sep 28, 2022
Gal Dalal, Assaf Hallak, Shie Mannor, Gal Chechik

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
6
7
>>