Learning Discrete State Abstractions With Deep Variational Inference

9 March 2020

Papers citing "Learning Discrete State Abstractions With Deep Variational Inference"

7 / 7 papers shown

Title
Policy Gradient Methods in the Presence of Symmetries and State Abstractions Prakash Panangaden S. Rezaei-Shoshtari Rosie Zhao David Meger Doina Precup 42 2 0 09 May 2023
Continuous MDP Homomorphisms and Homomorphic Policy Gradient S. Rezaei-Shoshtari Rosie Zhao Prakash Panangaden David Meger Doina Precup 38 18 0 15 Sep 2022
Learning Representations for Pixel-based Control: What Matters and Why? Manan Tomar Utkarsh Aashu Mishra Amy Zhang Matthew E. Taylor SSL OffRL 41 25 0 15 Nov 2021
Computing Complexity-aware Plans Using Kolmogorov Complexity Elis Stefansson Karl H. Johansson 39 4 0 21 Sep 2021
Proper Value Equivalence Christopher Grimm André Barreto Gregory Farquhar David Silver Satinder Singh OffRL 35 33 0 18 Jun 2021
Learning Markov State Abstractions for Deep Reinforcement Learning Cameron Allen Neev Parikh Omer Gottesman George Konidaris BDL OffRL 42 36 0 08 Jun 2021
The Value Equivalence Principle for Model-Based Reinforcement Learning Christopher Grimm André Barreto Satinder Singh David Silver OffRL 28 84 0 06 Nov 2020