Online Abstraction with MDP Homomorphisms for Deep Learning

30 November 2018

Papers citing "Online Abstraction with MDP Homomorphisms for Deep Learning"

6 / 6 papers shown

Title
Discovering User Types: Mapping User Traits by Task-Specific Behaviors in Reinforcement Learning L. L. Ankile B. S. Ham K. Mao E. Shin S. Swaroop F. Doshi-Velez W. Pan OffRL 11 1 0 16 Jul 2023
Policy Gradient Methods in the Presence of Symmetries and State Abstractions Prakash Panangaden S. Rezaei-Shoshtari Rosie Zhao D. Meger Doina Precup 25 2 0 09 May 2023
Continuous MDP Homomorphisms and Homomorphic Policy Gradient S. Rezaei-Shoshtari Rosie Zhao Prakash Panangaden D. Meger Doina Precup 33 18 0 15 Sep 2022
Return-Based Contrastive Representation Learning for Reinforcement Learning Guoqing Liu Chuheng Zhang Li Zhao Tao Qin Jinhua Zhu Jian Li Nenghai Yu Tie-Yan Liu SSL OffRL 11 47 0 22 Feb 2021
MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning Elise van der Pol Daniel E. Worrall H. V. Hoof F. Oliehoek Max Welling BDL AI4CE 31 155 0 30 Jun 2020
A Sufficient Statistic for Influence in Structured Multiagent Environments F. Oliehoek Stefan J. Witwicki L. Kaelbling 12 23 0 22 Jul 2019