Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning

13 January 2021

Papers citing "Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning"

8 / 108 papers shown

Title
DRIBO: Robust Deep Reinforcement Learning via Multi-View Information Bottleneck Jiameng Fan Wenchao Li OffRL 14 39 0 26 Feb 2021
Decoupling Value and Policy for Generalization in Reinforcement Learning Roberta Raileanu Rob Fergus DRL OffRL 22 95 0 20 Feb 2021
Representation Matters: Offline Pretraining for Sequential Decision Making Mengjiao Yang Ofir Nachum SSL OffRL 23 119 0 11 Feb 2021
The Distracting Control Suite -- A Challenging Benchmark for Reinforcement Learning from Pixels Austin Stone Oscar Ramirez K. Konolige Rico Jonschkowski 137 101 0 07 Jan 2021
When Is Generalizable Reinforcement Learning Tractable? Dhruv Malik Yuanzhi Li Pradeep Ravikumar OffRL 92 24 0 01 Jan 2021
General Characterization of Agents by States they Visit Anssi Kanervisto Tomi Kinnunen Ville Hautamaki 20 3 0 02 Dec 2020
Decoupling Representation Learning from Reinforcement Learning Adam Stooke Kimin Lee Pieter Abbeel Michael Laskin SSL DRL 288 341 0 14 Sep 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 505 11,727 0 09 Mar 2017