The Indiana Experiment: Investigating the Role of Anticipation and Attention in a Dynamic Environment
(2010) International Conference on Simulation of Adaptive Behavior, 2010 6226/2010. p.242-251- Abstract
- We investigating the role of anticipation and attention in a dynamic environment in a number of large scale simulations of an agent that tries to negotiate a number of gates that continuously open and close. In particular we have looked at learning mechanisms that can predict the future positions of the gates and control strategies that will allow the agent to pass through the gates unharmed. The simulations reported below use the AARC architecture [1]. This architecture combines a large number of different cognitive mechanisms. In Experiment 1, the task for the agent is to pass through a single gate and in Experiment 2, to pass through three successive gates. The results shows that the AARC architecture is flexible enough to handle very... (More)
- We investigating the role of anticipation and attention in a dynamic environment in a number of large scale simulations of an agent that tries to negotiate a number of gates that continuously open and close. In particular we have looked at learning mechanisms that can predict the future positions of the gates and control strategies that will allow the agent to pass through the gates unharmed. The simulations reported below use the AARC architecture [1]. This architecture combines a large number of different cognitive mechanisms. In Experiment 1, the task for the agent is to pass through a single gate and in Experiment 2, to pass through three successive gates. The results shows that the AARC architecture is flexible enough to handle very diverse situations. It is also somewhat surprising that linear predictors are sufficient in most cases. (Less)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/1652575
- author
- Johansson, Birger LU and Balkenius, Christian LU
- organization
- publishing date
- 2010
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- keywords
- Anticipation
- host publication
- SAB'10 Proceedings of the 11th international conference on Simulation of adaptive behavior: from animals to animats
- volume
- 6226/2010
- pages
- 10 pages
- publisher
- Springer
- conference name
- International Conference on Simulation of Adaptive Behavior, 2010
- conference location
- Paris, France
- conference dates
- 2010-08-25 - 2010-08-27
- external identifiers
-
- scopus:78249238855
- ISBN
- 978-3-642-15192-7
- DOI
- 10.1007/978-3-642-15193-4_23
- project
- Ikaros: An infrastructure for system level modelling of the brain
- language
- English
- LU publication?
- yes
- id
- 9369a083-9ab9-4a57-8d64-9dd713208d74 (old id 1652575)
- date added to LUP
- 2016-04-04 11:34:42
- date last changed
- 2022-01-29 22:04:07
@inproceedings{9369a083-9ab9-4a57-8d64-9dd713208d74, abstract = {{We investigating the role of anticipation and attention in a dynamic environment in a number of large scale simulations of an agent that tries to negotiate a number of gates that continuously open and close. In particular we have looked at learning mechanisms that can predict the future positions of the gates and control strategies that will allow the agent to pass through the gates unharmed. The simulations reported below use the AARC architecture [1]. This architecture combines a large number of different cognitive mechanisms. In Experiment 1, the task for the agent is to pass through a single gate and in Experiment 2, to pass through three successive gates. The results shows that the AARC architecture is flexible enough to handle very diverse situations. It is also somewhat surprising that linear predictors are sufficient in most cases.}}, author = {{Johansson, Birger and Balkenius, Christian}}, booktitle = {{SAB'10 Proceedings of the 11th international conference on Simulation of adaptive behavior: from animals to animats}}, isbn = {{978-3-642-15192-7}}, keywords = {{Anticipation}}, language = {{eng}}, pages = {{242--251}}, publisher = {{Springer}}, title = {{The Indiana Experiment: Investigating the Role of Anticipation and Attention in a Dynamic Environment}}, url = {{http://dx.doi.org/10.1007/978-3-642-15193-4_23}}, doi = {{10.1007/978-3-642-15193-4_23}}, volume = {{6226/2010}}, year = {{2010}}, }