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1507.01273
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Learning Deep Neural Network Policies with Continuous Memory States
5 July 2015
Marvin Zhang
Zoe McCarthy
Chelsea Finn
Sergey Levine
Pieter Abbeel
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Papers citing
"Learning Deep Neural Network Policies with Continuous Memory States"
10 / 10 papers shown
MEMBOT: Memory-Based Robot in Intermittent POMDP
Youzhi Liang
Eyan Noronha
OffRL
128
0
0
14 Sep 2025
Offline RL with Observation Histories: Analyzing and Improving Sample Complexity
Joey Hong
Anca Dragan
Sergey Levine
OffRL
270
8
0
31 Oct 2023
Generalized Beliefs for Cooperative AI
International Conference on Machine Learning (ICML), 2022
Darius Muglich
L. Zintgraf
Christian Schroeder de Witt
Shimon Whiteson
Jakob N. Foerster
258
11
0
26 Jun 2022
Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic Search in POMDPs
Luchen Li
Matthieu Komorowski
Aldo A. Faisal
OffRL
359
14
0
17 May 2019
Deep Variational Reinforcement Learning for POMDPs
Maximilian Igl
L. Zintgraf
T. Le
Frank Wood
Shimon Whiteson
BDL
OffRL
514
295
0
06 Jun 2018
Integrating Episodic Memory into a Reinforcement Learning Agent using Reservoir Sampling
Kenny Young
R. Sutton
Shuo Yang
180
10
0
01 Jun 2018
Neural Network Memory Architectures for Autonomous Robot Navigation
Steven W. Chen
Nikolay Atanasov
Arbaaz Khan
Konstantinos Karydis
Daniel D. Lee
Vijay Kumar
208
7
0
23 May 2017
Predicting Personal Traits from Facial Images using Convolutional Neural Networks Augmented with Facial Landmark Information
Yoad Lewenberg
Valliappa Chockalingam
Satinder Singh
Honglak Lee
CVBM
335
318
0
29 May 2016
HIRL: Hierarchical Inverse Reinforcement Learning for Long-Horizon Tasks with Delayed Rewards
S. Krishnan
Animesh Garg
Richard Liaw
Lauren Miller
Florian T. Pokorny
Ken Goldberg
187
45
0
21 Apr 2016
Memory-based control with recurrent neural networks
N. Heess
Jonathan J. Hunt
Timothy Lillicrap
David Silver
367
326
0
14 Dec 2015
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