A Bayesian Approach to Identifying Representational Errors

28 March 2021

Papers citing "A Bayesian Approach to Identifying Representational Errors"

21 / 21 papers shown

Title
Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning Shariq Iqbal Fei Sha 31 49 0 28 May 2019
SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning Daoming Lyu Fangkai Yang Bo Liu Steven M. Gustafson OffRL 70 152 0 31 Oct 2018
Near-Optimal Representation Learning for Hierarchical Reinforcement Learning Ofir Nachum S. Gu Honglak Lee Sergey Levine 57 211 0 02 Oct 2018
Object-sensitive Deep Reinforcement Learning Yuezhang Li Katia Sycara R. Iyer 47 65 0 17 Sep 2018
A Survey of Inverse Reinforcement Learning: Challenges, Methods and Progress Saurabh Arora Prashant Doshi OffRL 75 607 0 18 Jun 2018
Discovering Blind Spots in Reinforcement Learning Ramya Ramakrishnan Ece Kamar Debadeepta Dey J. Shah Eric Horvitz 29 13 0 23 May 2018
Universal Successor Representations for Transfer Reinforcement Learning Chen Ma Junfeng Wen Yoshua Bengio OffRL 38 33 0 11 Apr 2018
Latent Space Policies for Hierarchical Reinforcement Learning Tuomas Haarnoja Kristian Hartikainen Pieter Abbeel Sergey Levine BDL 68 193 0 09 Apr 2018
Modeling Others using Oneself in Multi-Agent Reinforcement Learning Roberta Raileanu Emily L. Denton Arthur Szlam Rob Fergus 68 201 0 26 Feb 2018
Deep Object-Centric Representations for Generalizable Robot Learning Coline Devin Pieter Abbeel Trevor Darrell Sergey Levine SSL OCL 84 106 0 14 Aug 2017
Learning human behaviors from motion capture by adversarial imitation J. Merel Yuval Tassa TB Dhruva S. Srinivasan Jay Lemmon Ziyun Wang Greg Wayne N. Heess GAN 60 202 0 07 Jul 2017
Shared Autonomy via Hindsight Optimization for Teleoperation and Teaming Shervin Javdani H. Admoni Stefania Pellegrinelli S. Srinivasa J. Andrew Bagnell 86 209 0 01 Jun 2017
Third-Person Imitation Learning Bradly C. Stadie Pieter Abbeel Ilya Sutskever 60 235 0 06 Mar 2017
The Value of Inferring the Internal State of Traffic Participants for Autonomous Freeway Driving Zachary Sunberg Christopher Ho Mykel Kochenderfer 58 83 0 02 Feb 2017
Reinforcement Learning with Unsupervised Auxiliary Tasks Max Jaderberg Volodymyr Mnih Wojciech M. Czarnecki Tom Schaul Joel Z Leibo David Silver Koray Kavukcuoglu SSL 101 1,228 0 16 Nov 2016
Cooperative Inverse Reinforcement Learning Dylan Hadfield-Menell Anca Dragan Pieter Abbeel Stuart J. Russell 65 644 0 09 Jun 2016
On Deep Multi-View Representation Learning: Objectives and Optimization Weiran Wang R. Arora Karen Livescu J. Bilmes SSL DRL 76 913 0 02 Feb 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 250 14,008 0 19 Nov 2015
Online Planning Algorithms for POMDPs Stéphane Ross Joelle Pineau Sébastien Paquet B. Chaib-draa 90 583 0 15 Jan 2014
PEGASUS: A Policy Search Method for Large MDPs and POMDPs A. Ng Michael I. Jordan 105 496 0 16 Jan 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 253 12,435 0 24 Jun 2012