Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Organization of Semantic and Episodic Memory in Motivated Learning of Robots

2011/03/B/ST7/02518

Keywords:

semantic memory episodic motivated learning

Descriptors:

  • ST7_10: Hardware implementation of algorithms

Panel:

ST7 - Systems and communication engineering: electronics, communication, optoelectronics

Host institution :

Wydział Informatyki Stosowanej, Wyższa Szkoła Informatyki i Zarządzania w Rzeszowie

woj. podkarpackie

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Janusz Starzyk 

Number of co-investigators in the project: 5

Call: OPUS 2 - announced on 2011-09-15

Amount awarded: 584 870 PLN

Project start date (Y-m-d): 2012-08-30

Project end date (Y-m-d): 2015-12-29

Project duration:: 40 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Kinect.

Information in the final report

  • Publication in academic press/journals (6)
  • Articles in post-conference publications (11)
  1. Opportunistic Behavior in Motivated Learning Agents
    Authors:
    J. Graham, J. A. Starzyk, and D. Jachyra
    Academic press:
    IEEE Trans on Neural networks and Learning Systems (rok: 2015, tom: vol. 26, no. 8, strony: 1735-1746), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TNNLS.2014.2354400 - link to the publication
  2. Needs, Pains, and Motivations in a Simulated Learning Agent
    Authors:
    J. A. Starzyk, J. Graham, L. Puzio
    Academic press:
    IEEE Trans on Neural networks and Learning Systems , Wydawca: IEEE
    Status:
    Accepted for publication
  3. SOM network-based language model
    Authors:
    L. Gajecki
    Academic press:
    Neurocomputing , Wydawca: Elsevier
    Status:
    Submitted
  4. MLECOG - Motivated Learning Embodied Cognitive Architecture
    Authors:
    J. A. Starzyk, J. Graham
    Academic press:
    IEEE Systems Journal (rok: 2015, tom: Issue: 99, strony: 45303), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/JSYST.2015.2442995 - link to the publication
  5. Memristor Crossbar Architecture for Synchronous Neural Networks
    Authors:
    J. A. Starzyk, and Basawaraj
    Academic press:
    IEEE Trans. Circuits and Systems, Part I (rok: 2014, tom: I, strony: 45303), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TCSI.2014.2304653 - link to the publication
  6. Integration of Semantic and Episodic Memories
    Authors:
    A. Horzyk, J. A. Starzyk, J. Graham
    Academic press:
    IEEE Trans on Neural networks and Learning Systems , Wydawca: IEEE
    Status:
    Submitted
  1. Building Internal Scene Representation in Cognitive Agents
    Authors:
    Marek Jaszuk, Janusz A. Starzyk
    Conference:
    Proceedings of the 8 th International Conference on Knowledge, Information and Creativity Support Systems (rok: 2013, ), Wydawca: Progress & Business Publishers
    Data:
    konferencja 7-9 Listopada
    Status:
    Published
  2. Simulation of a Motivated Learning Agent
    Authors:
    Janusz A. Starzyk, James Graham, Leszek Puzio
    Conference:
    9th IFIP WG 12.5 International Conference, AIAI 2013, Paphos, Cyprus, (rok: 2013, ), Wydawca: Springer Berlin Heidelberg
    Data:
    konferencja 30 września - 2 października
    Status:
    Published
  3. A Comparative Study between Motivated Learning and Reinforcement Learning
    Authors:
    J. Graham, J. A. Starzyk, Z. Ni, H. He, T-H. Teng, and A-H. Tan
    Conference:
    The Int. Joint Conf. on Neural Networks (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja 12-17 lipiec, 2015 r.
    Status:
    Published
  4. Advancing Motivated Learning with Goal Creation
    Authors:
    J. Graham, J. A. Starzyk, Z. Ni, and H. He
    Conference:
    IEEE Symposium Series on Computational Intelligence (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 9-12 grudzień
    Status:
    Published
  5. Comparison of Two Memristor Based Neural Network Learning Schemes for Crossbar Architecture
    Authors:
    Janusz A. Starzyk, Basawaraj
    Conference:
    12th International Work-Conference on Artificial Neural Networks, IWANN 2013, Puerto de la Cruz, Tenerife, Spain (rok: 2013, ), Wydawca: Springer Berlin Heidelberg
    Data:
    konferencja 12-14 czerwca
    Status:
    Published
  6. Integrating Motivated Learning and k-Winner-Take-All to Coordinate Multi-Agent Reinforcement Learning
    Authors:
    T-H. Teng, A-H. Tan, J. A. Starzyk, Y.-S. Tan, L.-N. Teow
    Conference:
    Int. Joint Conf. on Web Intelligence and Intelligent Agent Technology (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 11-14 sierpień
    Status:
    Published
  7. Integrating Self-Organizing Neural Network and Motivated Learning for Coordinated Multi-Agent Reinforcement Learning in Multi-Stage Stochastic Game
    Authors:
    Teck-Hou Teng, Ah-Hwee Tan, Janusz Starzyk, Yuan-Sin Tan and Loo-Nin Teow
    Conference:
    International Joint Conference on Neural Networks (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 6-11 lipca
    Status:
    Published
  8. Visual Saccades for Object Recognition
    Authors:
    J. Starzyk
    Conference:
    The 14th Int. Conf. on Artificial Intelligence and Soft Computing (rok: 2015, ), Wydawca: Springer International Publishing
    Data:
    konferencja 14-18 czerwiec, 2015
    Status:
    Published
  9. Building 3D Object Representation Using SURF Local Features
    Authors:
    M. Jaszuk, G. Szostek, J. A. Starzyk
    Conference:
    23rd International Conference in Central Europe on Computer Graphics (rok: 2015, ), Wydawca: WSCG
    Data:
    konferencja 2015
    Status:
    Published
  10. Cognitive Agent and its Implementation in the Blender Game Engine Environment
    Authors:
    Janusz A Starzyk, Paweł Raif
    Conference:
    Computational Intelligence for Human-like Intelligence (CIHLI), 2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja 16 - 19 kwietnia
    Status:
    Published
  11. Managing Machine's Motivations
    Authors:
    J. A. Starzyk, J. Graham, L. Puzio
    Conference:
    The 13th International Conference on Artificial Intelligence and Soft Computing Zakopane (rok: 2014, ), Wydawca: Springer International Publishing
    Data:
    konferencja 1-5 czerwiec, 2014
    Status:
    Published