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