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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SImulation-based methods in multi-step Stackelberg Security Games in the context of homeland security

2017/25/B/ST6/02061

Keywords:

Stackelberg Security Games Monte-Carlo Methods UCT/UCB Algorithm

Descriptors:

  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Warszawska, Wydział Matematyki i Nauk Informacyjnych

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Jacek Mańdziuk 

Number of co-investigators in the project: 4

Call: OPUS 13 - announced on 2017-03-15

Amount awarded: 497 480 PLN

Project start date (Y-m-d): 2018-02-07

Project end date (Y-m-d): 2021-02-06

Project duration:: 36 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Equipment purchased [PL]

  1. Komputer przenośny (laptop) z 3-letnią gwarancją (2 szt.) (13 500 PLN)
  2. Serwer obliczeniowy (24 rdzenie CPU / 256GB RAM/ 5 HDD 500GB - RAID 5) (35 000 PLN)
  3. Tablet Microsoft Surface Pro 7 z klawaturą i rysikiem (9 085 PLN)

Information in the final report

  • Publication in academic press/journals (4)
  • Articles in post-conference publications (10)
  1. A Monte Carlo Tree Search approach to findnding efficient patrolling schemes on graphs
    Authors:
    Jan Karwowski, Jacek Mańdziuk
    Academic press:
    European Journal of Operational Research (rok: 2019, tom: 277, strony: 255-268), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ejor.2019.02.017 - link to the publication
  2. New Shades of the Vehicle Routing Problem: Emerging Problem Formulations and Computational Intelligence Solution Methods
    Authors:
    Jacek Mańdziuk
    Academic press:
    IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE (rok: 2019, tom: 3, strony: 230-244), Wydawca: IEEE Press
    Status:
    Published
    DOI:
    10.1109/TETCI.2018.2886585 - link to the publication
  3. A metaheuristic approach to solve Dynamic Vehicle Routing Problem in continuous search space
    Authors:
    Michał Okulewicz, Jacek Mańdziuk
    Academic press:
    Swarm and Evolutionary Computation (rok: 2019, tom: 48, strony: 44-61), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.swevo.2019.03.008 - link to the publication
  4. Addressing expensive multi-objective games with postponed preference articulation via memetic co-evolution
    Authors:
    Adam Żychowski, Abhishek Gupta, Jacek Mańdziuk, Yew Soon Ong
    Academic press:
    Knowledge-Based Systems (rok: 2018, tom: 154, strony: 17-31), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.knosys.2018.05.012 - link to the publication
  1. Stackelberg Equilibrium approximation in general-sum extensive-form games with double-oracle sampling method
    Authors:
    Jan Karwowski, Jacek Mańdziuk
    Conference:
    International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019) (rok: 2019, ), Wydawca: International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
    Data:
    konferencja 13.05.2019-17.05.2019
    Status:
    Published
  2. Who should bid higher, NS or WE, in a given Bridge deal?
    Authors:
    Jacek Mańdziuk, Jakub Suchan
    Conference:
    Intenational Joint Conference on Neural Networks (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 14.07.2019-19.07.2019
    Status:
    Published
  3. Anchoring Theory in Sequential Stackelberg Games
    Authors:
    Jan Karwowski, Jacek Mańdziuk, Adam Żychowski
    Conference:
    International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020) (rok: 2020, ), Wydawca: International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
    Data:
    konferencja 9.05.2020-13.05.2020
    Status:
    Published
  4. Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games
    Authors:
    Jan Karwowski, Jacek Mańdziuk
    Conference:
    Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) (rok: 2020, ), Wydawca: AAAI
    Data:
    konferencja 7.02.2020-12.02.2020
    Status:
    Published
  5. Dimensionality Reduction in Multilabel Classification with Neural Networks
    Authors:
    Jacek Mańdziuk, Adam Żychowski
    Conference:
    International Joint Conference on Neural Networks (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 14.07.2019-19.07.2019
    Status:
    Published
  6. A Memetic Approach for Sequential Security Games on a Plane with Moving Targets
    Authors:
    Jan Karwowski, Jacek Mańdziuk, Adam Żychowski, Filip Grajek, Bo An
    Conference:
    Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) (rok: 2019, ), Wydawca: AAAI - Association for the Advancement of Artificial Intelligence
    Data:
    konferencja 27.01.2019-01.02.2019
    Status:
    Published
  7. DeepIQ: A Human-Inspired AI System for Solving IQ Test Problems
    Authors:
    Jacek Mańdziuk, Adam Żychowski
    Conference:
    International Joint Conference on Neural Networks (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 14.07.2019-19.07.2019
    Status:
    Published
  8. A Generic Metaheuristic Approach to Sequential Security Games
    Authors:
    Adam Żychowski, Jacek Mańdziuk
    Conference:
    International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020) (rok: 2020, ), Wydawca: International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
    Data:
    konferencja 9.05.2020-13.05.2020
    Status:
    Published
  9. Solving the Double Dummy Bridge Problem with Shallow Autoencoders
    Authors:
    Jacek Mańdziuk Jakub Suchan,
    Conference:
    International Conference on Neural Information Processing (ICONIP 2018) (rok: 2018, ), Wydawca: Springer
    Data:
    konferencja 13.12.2018-16.12.2018
    Status:
    Published
  10. Evolution of Strategies in Sequential Security Games
    Authors:
    Adam Żychowski, Jacek Mańdziuk
    Conference:
    International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021) (rok: 2021, ), Wydawca: International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)
    Data:
    konferencja 3.05.2021-7.05.2021
    Status:
    Accepted for publication

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