Unsupervised Reinforcement Learning in Multiple Environments

Unsupervised Reinforcement Learning in Multiple Environments

16 December 2021

Mattia Mancassola

Marcello Restelli

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Papers citing "Unsupervised Reinforcement Learning in Multiple Environments"

15 / 15 papers shown

Title
Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation Mohit Pandey G. Subbaraj Artem Cherkasov Martin Ester Emmanuel Bengio AI4CE 133 1 0 08 Mar 2025
DIAL: Distribution-Informed Adaptive Learning of Multi-Task Constraints for Safety-Critical Systems Se-Wook Yoo Seung-Woo Seo 93 0 0 30 Jan 2025
URLB: Unsupervised Reinforcement Learning Benchmark Michael Laskin Denis Yarats Hao Liu Kimin Lee Albert Zhan Kevin Lu Catherine Cang Lerrel Pinto Pieter Abbeel SSL OffRL 82 139 0 28 Oct 2021
APS: Active Pretraining with Successor Features Hao Liu Pieter Abbeel 97 122 0 31 Aug 2021
Behavior From the Void: Unsupervised Active Pre-Training Hao Liu Pieter Abbeel VLM SSL 93 205 0 08 Mar 2021
RL for Latent MDPs: Regret Guarantees and a Lower Bound Jeongyeol Kwon Yonathan Efroni Constantine Caramanis Shie Mannor 75 80 0 09 Feb 2021
VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning L. Zintgraf K. Shiarlis Maximilian Igl Sebastian Schulze Y. Gal Katja Hofmann Shimon Whiteson OffRL 65 279 0 18 Oct 2019
Self-Supervised Exploration via Disagreement Deepak Pathak Dhiraj Gandhi Abhinav Gupta SSL 83 384 0 10 Jun 2019
Active Exploration in Markov Decision Processes Jean Tarbouriech A. Lazaric 55 50 0 28 Feb 2019
Unsupervised Meta-Learning for Reinforcement Learning Abhishek Gupta Benjamin Eysenbach Chelsea Finn Sergey Levine SSL OffRL 97 107 0 12 Jun 2018
Meta-Reinforcement Learning of Structured Exploration Strategies Abhishek Gupta Russell Mendonca YuXuan Liu Pieter Abbeel Sergey Levine OffRL 113 349 0 20 Feb 2018
Curiosity-driven Exploration by Self-supervised Prediction Deepak Pathak Pulkit Agrawal Alexei A. Efros Trevor Darrell LRM SSL 125 2,453 0 15 May 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 833 11,952 0 09 Mar 2017
Unifying Count-Based Exploration and Intrinsic Motivation Marc G. Bellemare S. Srinivasan Georg Ostrovski Tom Schaul D. Saxton Rémi Munos 182 1,484 0 06 Jun 2016
Algorithms for CVaR Optimization in MDPs Yinlam Chow Mohammad Ghavamzadeh 102 201 0 12 Jun 2014

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