Disentangling Controllable Object Through Video Prediction Improves Visual Reinforcement Learning

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp40776.2020.9053819 ◽

2020 ◽

Author(s):

Yuanyi Zhong ◽

Alexander Schwing ◽

Jian Peng

Keyword(s):

Reinforcement Learning ◽

Visual Reinforcement ◽

Video Prediction

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Playing a FPS Doom Video Game with Deep Visual Reinforcement Learning

Automatic Control and Computer Sciences ◽

10.3103/s0146411619030052 ◽

2019 ◽

Vol 53 (3) ◽

pp. 214-222

Author(s):

Adil Khan ◽

Feng Jiang ◽

Shaohui Liu ◽

Ibrahim Omara

Keyword(s):

Reinforcement Learning ◽

Visual Reinforcement

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SME-Net: Sparse Motion Estimation for Parametric Video Prediction Through Reinforcement Learning

2019 IEEE/CVF International Conference on Computer Vision (ICCV) ◽

10.1109/iccv.2019.01056 ◽

2019 ◽

Author(s):

Yung-Han Ho ◽

Chuan-Yuan Cho ◽

Guo-Lun Jin ◽

Wen-Hsiao Peng

Keyword(s):

Reinforcement Learning ◽

Motion Estimation ◽

Video Prediction

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Visual reinforcement learning for object recognition in robotics

2016 IEEE International Conference on the Science of Electrical Engineering (ICSEE) ◽

10.1109/icsee.2016.7806151 ◽

2016 ◽

Author(s):

Dan Malowany ◽

Hugo Guterman

Keyword(s):

Reinforcement Learning ◽

Object Recognition ◽

Visual Reinforcement

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Training an Agent to Find and Reach an Object in Different Environments using Visual Reinforcement Learning and Transfer Learning

Proceedings of the 13th International Conference on Agents and Artificial Intelligence ◽

10.5220/0010236807320741 ◽

2021 ◽

Author(s):

Evelyn Batista ◽

Wouter Caarls ◽

Leonardo Forero ◽

Marco Pacheco

Keyword(s):

Reinforcement Learning ◽

Transfer Learning ◽

Visual Reinforcement

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ViZDoom: A Doom-based AI research platform for visual reinforcement learning

2016 IEEE Conference on Computational Intelligence and Games (CIG) ◽

10.1109/cig.2016.7860433 ◽

2016 ◽

Author(s):

Michal Kempka ◽

Marek Wydmuch ◽

Grzegorz Runc ◽

Jakub Toczek ◽

Wojciech Jaskowski

Keyword(s):

Reinforcement Learning ◽

Visual Reinforcement ◽

Research Platform

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Training an Agent for FPS Doom Game using Visual Reinforcement Learning and VizDoom

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2017.081205 ◽

2017 ◽

Vol 8 (12) ◽

Author(s):

Khan Adil ◽

Feng Jiang ◽

Shaohui Liu ◽

Aleksei Grigorev ◽

B.B. Gupta ◽

...

Keyword(s):

Reinforcement Learning ◽

Visual Reinforcement

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A Model of External Memory for Navigation in Partially Observable Visual Reinforcement Learning Tasks

Lecture Notes in Computer Science - Genetic Programming ◽

10.1007/978-3-030-16670-0_11 ◽

2019 ◽

pp. 162-177 ◽

Author(s):

Robert J. Smith ◽

Malcolm I. Heywood

Keyword(s):

Reinforcement Learning ◽

External Memory ◽

Visual Reinforcement ◽

Learning Tasks ◽

Partially Observable

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Deep Reinforcement Learning for Video Prediction

2019 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2019.8803825 ◽

2019 ◽

Author(s):

Yung-Han Ho ◽

Chuan-Yuan Cho ◽

Wen-Hsiao Peng

Keyword(s):

Reinforcement Learning ◽

Video Prediction

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Emergent Policy Discovery for Visual Reinforcement Learning Through Tangled Program Graphs: A Tutorial

Genetic and Evolutionary Computation - Genetic Programming Theory and Practice XVI ◽

10.1007/978-3-030-04735-1_3 ◽

2019 ◽

pp. 37-57 ◽

Author(s):

Stephen Kelly ◽

Robert J. Smith ◽

Malcolm I. Heywood

Keyword(s):

Reinforcement Learning ◽

Visual Reinforcement

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Temporal Memory Sharing in Visual Reinforcement Learning

Genetic Programming Theory and Practice XVII - Genetic and Evolutionary Computation ◽

10.1007/978-3-030-39958-0_6 ◽

2020 ◽

pp. 101-119 ◽

Author(s):

Stephen Kelly ◽

Wolfgang Banzhaf

Keyword(s):

Reinforcement Learning ◽

Temporal Memory ◽

Visual Reinforcement ◽

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