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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Learning Intrinsic Symbolic Rewards in Reinforcement Learning



Hassam Sheikh , Shauharda Khadka , Santiago Miret , Somdeb Majumdar


   Access Paper or Ask Questions

Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning



Shauharda Khadka , Estelle Aflalo , Mattias Marder , Avrech Ben-David , Santiago Miret , Hanlin Tang , Shie Mannor , Tamir Hazan , Somdeb Majumdar


   Access Paper or Ask Questions

Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination



Shauharda Khadka , Somdeb Majumdar , Kagan Tumer


   Access Paper or Ask Questions

Collaborative Evolutionary Reinforcement Learning



Shauharda Khadka , Somdeb Majumdar , Tarek Nassar , Zach Dwiel , Evren Tumer , Santiago Miret , Yinyin Liu , Kagan Tumer

* Added link to public Github repo. Minor editorial changes. Order of authors modified to reflect ICML submission 

   Access Paper or Ask Questions

Artificial Intelligence for Prosthetics - challenge solutions



Łukasz Kidziński , Carmichael Ong , Sharada Prasanna Mohanty , Jennifer Hicks , Sean F. Carroll , Bo Zhou , Hongsheng Zeng , Fan Wang , Rongzhong Lian , Hao Tian , Wojciech Jaśkowski , Garrett Andersen , Odd Rune Lykkebø , Nihat Engin Toklu , Pranav Shyam , Rupesh Kumar Srivastava , Sergey Kolesnikov , Oleksii Hrinchuk , Anton Pechenko , Mattias Ljungström , Zhen Wang , Xu Hu , Zehong Hu , Minghui Qiu , Jun Huang , Aleksei Shpilman , Ivan Sosin , Oleg Svidchenko , Aleksandra Malysheva , Daniel Kudenko , Lance Rane , Aditya Bhatt , Zhengfei Wang , Penghui Qi , Zeyang Yu , Peng Peng , Quan Yuan , Wenxin Li , Yunsheng Tian , Ruihan Yang , Pingchuan Ma , Shauharda Khadka , Somdeb Majumdar , Zach Dwiel , Yinyin Liu , Evren Tumer , Jeremy Watson , Marcel Salathé , Sergey Levine , Scott Delp


   Access Paper or Ask Questions

Evolution-Guided Policy Gradient in Reinforcement Learning



Shauharda Khadka , Kagan Tumer

* 32nd Conference on Neural Information Processing Systems (NIPS 2018), Montr\'eal, Canada 

   Access Paper or Ask Questions