Alexander Stoytchev

Affiliations:
  • Iowa State University, Developmental Robotics Laboratory, Ames, IA, USA
  • Georgia Institute of Technology, Mobile Robot Laboratory, Atlanta, GA, USA (PhD 2007)


According to our database1, Alexander Stoytchev authored at least 32 papers between 2001 and 2014.

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Bibliography

2014
Which Object Fits Best? Solving Matrix Completion Tasks with a Humanoid Robot.
IEEE Trans. Auton. Ment. Dev., 2014

Grounding semantic categories in behavioral interactions: Experiments with 100 objects.
Robotics Auton. Syst., 2014

Learning relational object categories using behavioral exploration and multimodal perception.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013
Grounded object individuation by a humanoid robot.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012
A Behavior-Grounded Approach to Forming Object Categories: Separating Containers From Noncontainers.
IEEE Trans. Auton. Ment. Dev., 2012

Learning to slide a magnetic card through a card reader.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

2011
Vibrotactile Recognition and Categorization of Surfaces by a Humanoid Robot.
IEEE Trans. Robotics, 2011

Self-detection in robots: a method based on detecting temporal contingencies.
Robotica, 2011

Interactive object recognition using proprioceptive and auditory feedback.
Int. J. Robotics Res., 2011

Object category recognition by a humanoid robot using behavior-grounded relational learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Using sequences of movement dependency graphs to form object categories.
Proceedings of the 11th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2011), 2011

Baby Gym For Robots: A New Platform For Testing Developmental Learning Algorithms.
Proceedings of the Lifelong Learning, 2011

Toward Learning to Solve Insertion Tasks: A Developmental Approach Using Exploratory Behaviors and Proprioception.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
How to separate containers from non-containers? a behavior-grounded approach to acoustic object categorization.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Learning to press doorbell buttons.
Proceedings of the 2010 IEEE 9th International Conference on Development and Learning, 2010

The odd one out task: Toward an intelligence test for robots.
Proceedings of the 2010 IEEE 9th International Conference on Development and Learning, 2010

Learning to detect the functional components of doorbell buttons using active exploration and multimodal correlation.
Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010

Toward Learning to Press Doorbell Buttons.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

The Boosting Effect of Exploratory Behaviors.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Interactive Categorization of Containers and Non-Containers by Unifying Categorizations Derived from Multiple Exploratory Behaviors.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Some Basic Principles of Developmental Robotics.
IEEE Trans. Auton. Ment. Dev., 2009

Interactive learning of the acoustic properties of household objects.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

An unsupervised model of infant acoustic speech segmentation.
Proceedings of the Ninth International Conference on Epigenetic Robotics (EpiRob 2009), 2009

2008
Toward Autonomous Learning of an Ontology of Tool Affordances by a Robot.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Hierarchical Voting Experts: An Unsupervised Algorithm for Segmenting Hierarchically Structured Sequences.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2006
Learning the Affordances of Tools Using a Behavior-Grounded Approach.
Proceedings of the Towards Affordance-Based Robot Control, 2006

2005
Behavior-Grounded Representation of Tool Affordances.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Autonomous Learning of Tool Affordances by a Robot.
Proceedings of the Proceedings, 2005

2004
Incorporating Motivation in a Hybrid Robot Architecture.
J. Adv. Comput. Intell. Intell. Informatics, 2004

2002
Robot behavioral selection using q-learning.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Lausanne, Switzerland, September 30, 2002

2001
Exploring Unknown Structured Environments.
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

Combining deliberation, reactivity, and motivation in the context of a behavior-based robot architecture.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Integrating Intelligent Machines with Humans for a Better Tomorrow, 2001


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