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Efficient Learning and Planning with Compressed Predictive States
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Efficient Learning and Planning with Compressed Predictive States

William L. Hamilton
M. M. Fard
Joelle Pineau
ArXiv (abs)PDFHTML

Papers citing "Efficient Learning and Planning with Compressed Predictive States"

9 / 9 papers shown
Title
Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms
Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms
Fan Chen
Yu Bai
Song Mei
93
22
0
29 Sep 2022
PAC Reinforcement Learning for Predictive State Representations
PAC Reinforcement Learning for Predictive State Representations
Wenhao Zhan
Masatoshi Uehara
Wen Sun
Jason D. Lee
83
39
0
12 Jul 2022
Approximate information state for approximate planning and reinforcement learning in partially observed systems
Approximate information state for approximate planning and reinforcement learning in partially observed systems
Jayakumar Subramanian
Amit Sinha
Raihan Seraj
Aditya Mahajan
155
86
0
17 Oct 2020
Latent Representation Prediction Networks
Latent Representation Prediction Networks
Hlynur Davíð Hlynsson
Merlin Schuler
Robin Schiewer
Tobias Glasmachers
Laurenz Wiskott
20
1
0
20 Sep 2020
Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning
Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning
Tianyu Li
Bogdan Mazoure
Doina Precup
Guillaume Rabusseau
35
2
0
12 Nov 2019
Organizing Experience: A Deeper Look at Replay Mechanisms for Sample-based Planning in Continuous State Domains
Organizing Experience: A Deeper Look at Replay Mechanisms for Sample-based Planning in Continuous State Domains
Yangchen Pan
M. Zaheer
Adam White
Andrew Patterson
Martha White
80
46
0
12 Jun 2018
Recurrent Predictive State Policy Networks
Recurrent Predictive State Policy Networks
Ahmed S. Hefny
Zita Marinho
Wen Sun
S. Srinivasa
Geoffrey J. Gordon
69
19
0
05 Mar 2018
Experimental results : Reinforcement Learning of POMDPs using Spectral Methods
Experimental results : Reinforcement Learning of POMDPs using Spectral Methods
Kamyar Azizzadenesheli
A. Lazaric
Anima Anandkumar
108
9
0
07 May 2017
Reinforcement Learning of POMDPs using Spectral Methods
Reinforcement Learning of POMDPs using Spectral Methods
Kamyar Azizzadenesheli
A. Lazaric
Anima Anandkumar
73
128
0
25 Feb 2016