IEEE - Institute of Electrical and Electronics Engineers, Inc. - Sequence Q-learning: A memory-based method towards solving POMDP

2015 20th International Conference on Methods and Models in Automation and Robotics (MMAR)

Author(s): Janis Zuters
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2015
Conference Location: Miedzyzdroje, Poland
Conference Date: 24 August 2015
Page(s): 495 - 500
ISBN (CD): 978-1-4799-8700-9
ISBN (Electronic): 978-1-4799-8701-6
DOI: 10.1109/MMAR.2015.7283925
Regular:

Partially observable Markov decision process (POMDP) models a control problem, where states are only partially observable by an agent. The two main approaches to solve such tasks are these of... View More

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