learnINg versaTile lEgged locomotioN wiTh actIve perceptiON

2021/43/I/ST6/02711

Keywords

Descriptors

  • ST6_007: Sztuczna inteligencja, systemy inteligentne i wieloagentowe
  • ST7_001: Inżynieria sterowania w automatyce i robotyce

Panel

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

Host institution

Politechnika Poznańska, Wydział Automatyki, Robotyki i Elektrotechniki

Voivodeship: wielkopolskie

Other projects carried out by the institution »

Principal investigator (from the host institution)

dr Krzysztof Walas

Number of co-investigators in the project: 4

Call

OPUS 22 (LAP) – announced on 2021-09-15

Amount awarded
1 337 400 PLN
Project start date
2023-07-01
Project end date
2027-03-02
Project duration
44 months (the same as in the proposal)
Project status
Pending project

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.

Information in the final report

Articles in post-conference publications (2)

  1. HAPmamba: Linear-Time Sequence Modeling for Terrain Classification by Legged Robots

    Authors:
    Michał Wilinski, Mikołaj Lysakowski, Krzysztof Walas
    Conference:
    Walking Robots into Real World (year: 2024, volume: 27th International Conference Series on Climbing and Walking Robots and Mobile Machine Support Technologies, pages: 34-44), Publisher: Springer Nature Switzerland
    Date:
    conference 04-06.09.2024
    Status:
    Published
    DOI:
    10.1007/978-3-031-70722-3_6 – link to the publication
  2. One policy to run them all: an end-to-end learning approach to multi-embodiment locomotion

    Authors:
    Nico Bohlinger , Grzegorz Czechmanowski, Maciej Piotr Krupka, Piotr Kicki, Krzysztof Walas, Jan Peters, Davide Tateo
    Conference:
    8th Annual Conference on Robot Learning (year: 2024, volume: Annual Conference on Robot Learning, pages: 46045), Publisher: CoRL
    Date:
    conference 06-09.11.2024
    Status:
    Published
    DOI:
    10.48550/arXiv.2409.06366 – link to the publication

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Graphic design and implementation: Jakub Piotrowski